AnodeAI/Ai_defense · Datasets at Hugging Face

attack_id stringlengths 16 16	timestamp_ms int64 1,767B 1,767B	src_ip stringlengths 9 15	ip_reputation stringclasses 2 values	user_agent stringclasses 4 values	session_id stringlengths 64 64	target_model stringclasses 5 values	mitre_tactic stringclasses 11 values	attack_type stringclasses 8 values	payload_length int64 500 4.1k	toxicity_score float64 0 1	jailbreak_keywords_detected bool 2 classes	velocity_1h int64 1 30	velocity_24h int64 10 400	device_fingerprint stringlengths 64 64	os_type stringclasses 5 values	detection_outcome stringclasses 2 values	defense_layer stringclasses 4 values	is_attack bool 2 classes	confidence float64 0.85 1
DEF2025_00000100	1,766,524,109,981	107.233.5.75	clean	Python-requests/2.31	7a1a586840012aae8faf9378763692e02affd5af9246e1e4b1dffb130a86c5ee	grok-3	initial_access	benign_query	2,249	0.613	false	3	42	e113aaf7a5880d3c2e28c1b6eca0e34878190aa623e18e65c066c26608e31eea	macos	allowed	rate_limit	false	1
DEF2025_00000101	1,766,574,749,661	166.236.179.110	clean	PostmanRuntime/7.32	b743dbae89f906cf31e81523e4baaa256d85cef8c755c12631c6f328dfa7e39b	grok-4	exfiltration	membership_inference	1,253	0.907	true	1	26	c60ad439a9b5a2564bd5ce4d1bf84d80b782d7774a15a0091598c1c7fa2c8b61	windows	blocked	jailbreak_detector	true	0.87
DEF2025_00000102	1,766,527,409,558	9.220.165.13	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	4a631589d348f2527e3c92c5dd512117dc94be515116d3b7bd1d33914880f248	gemini-1.5	exfiltration	jailbreak_attempt	755	0.456	true	11	72	35c227b22d5c961a692ce7279317e08c22ee97fce889e24456d360ec523c3fb5	macos	blocked	rate_limit	true	0.99
DEF2025_00000103	1,766,574,269,762	130.241.196.93	clean	curl/8.1.2	95c74a256ef479cc9285c53acecd60a408d0ec9630cb8056cc596b0323d50e93	grok-3	initial_access	data_poisoning	2,053	0.628	false	2	10	b41b80febe78bfe8390da80ab33ffda9fb0df402134495ea751051b89182cbb5	ios	blocked	toxicity_classifier	true	0.96
DEF2025_00000104	1,766,528,609,676	160.215.228.136	clean	curl/8.1.2	72d3f55e4c81e2bfb8a9f99866c5f242a618fd04fa589f576e77bd809c3b34f1	claude-3	lateral_movement	benign_query	1,133	0.196	false	5	47	ca03132059355a98b802ce3f269a6153fed0c12775ef53ca7c9ebfa613595169	ios	allowed	content_filter	false	1
DEF2025_00000105	1,766,520,809,492	42.3.127.159	clean	curl/8.1.2	6f26937b4bd5bff6c9d48d62a674d1b24e2a9cd6a3f7d227c4f2857c31b52798	claude-3	persistence	benign_query	2,953	0.867	false	1	33	93a662a7cb6f85964c054ba691d35d76e485a4047eaae42ed40da74cc6f4488d	linux	allowed	toxicity_classifier	false	1
DEF2025_00000106	1,766,600,429,655	53.54.59.153	clean	Python-requests/2.31	29d41cfbc4edac053e98ddc2a0c8d054acd4652df402affbe538e2afc2d23418	llama-3	discovery	model_inversion	2,833	0.314	false	4	42	c5496737dc9b94d611dfa44b54d38bede442e63749cd7edf8b49eeb7fe5a8035	windows	blocked	rate_limit	true	0.87
DEF2025_00000107	1,766,536,289,472	188.239.194.253	clean	curl/8.1.2	14bd3503e551f1c1c59a9a84fee46d3ce06acc66360132b1da9f53a28afe9978	grok-4	discovery	benign_query	1,806	0.174	false	1	20	18462ff61c7a50d9176681b9f96b1e712f613caceff0fcc923fbfef5d9c09379	ios	allowed	content_filter	false	1
DEF2025_00000108	1,766,592,869,080	144.116.96.136	clean	Python-requests/2.31	13a07b19106d4a8bf027aa99c6f11ab1cacc58a776633a8dbb58ce40b545f4b2	grok-4	lateral_movement	membership_inference	3,322	0.799	false	4	14	cdee0a34b58dee1ca379d95895d7d61413329ac7aeffa358b325bf2655c45b34	windows	blocked	content_filter	true	0.89
DEF2025_00000109	1,766,546,609,198	129.68.76.183	clean	curl/8.1.2	a32993d548a32d8fe5545703debc1b89b47e641211e4a63f0a12ade83a63f08b	grok-4	exfiltration	benign_query	993	0.487	false	2	40	a90fae7dab58aab48c38c6dc2ce04a07afce4cbfdcb39b66ddff7319362a69aa	ios	allowed	rate_limit	false	1
DEF2025_00000110	1,766,596,649,112	25.99.21.188	clean	Python-requests/2.31	68683f204039cca35e14694d4a588aba1ac735042f2c85c56c4bf88d661f072f	grok-3	collection	benign_query	1,372	0.016	false	5	38	c8695995830d88507aa440d452787414fd82d053cc114cb74127fba231899a76	ios	allowed	toxicity_classifier	false	1
DEF2025_00000111	1,766,601,149,801	74.226.238.179	clean	PostmanRuntime/7.32	3e45f6b822cd1250ec274e5e345a38c30ecc13d9f2cf992e3c6bd43996829b7a	grok-3	defense_evasion	adversarial_example	3,611	0.388	true	2	48	1871ce37b29134c8fa74d8013cac6fc538a804cab59ee6a0ad00906f2a8c00f5	android	blocked	jailbreak_detector	true	0.98
DEF2025_00000112	1,766,552,069,489	46.114.26.23	clean	Python-requests/2.31	60ee1f9fa6ef8da5ecd410c00cbf7398520ae9830c30b154a6f117ae1599c004	gemini-1.5	credential_access	benign_query	1,810	0.614	false	3	32	81fd91440a9f011a9bf9a7ed85d89e0196497e8caf8d9bf59cd54cd9fbb68d1f	ios	allowed	rate_limit	false	1
DEF2025_00000113	1,766,573,369,816	63.28.82.111	clean	Python-requests/2.31	e95033eb4a0e3583b6a3d3ed67087be0e672822e03bbdb9eb84560aab41951f9	grok-4	collection	benign_query	3,239	0.648	false	1	33	6afcf46fd420690ea9a2ca6c081209f0ddaa7ffff77ddd85b94b7de02351028c	macos	allowed	jailbreak_detector	false	1
DEF2025_00000114	1,766,599,649,177	130.52.96.219	clean	Python-requests/2.31	f129e589f0fdd441c34bee0425d8866a9630f7db38a67f9f346691c6539401d2	llama-3	credential_access	benign_query	2,162	0.855	false	5	18	779c5aa5df8a12cc1f2243d67c4c2b79836ad34f75b906e6afe6c0ca4c6fbf65	linux	allowed	content_filter	false	1
DEF2025_00000115	1,766,546,069,506	110.181.251.71	clean	PostmanRuntime/7.32	d677b883f1a7afde2897ca50964473e6789953ed3dbe2ec7c86d8f573abe6177	llama-3	reconnaissance	benign_query	3,071	0.717	false	5	18	d10f5e2addbe68becf28ff07898218c21c0bef3679995149178432ad2101663e	linux	allowed	rate_limit	false	1
DEF2025_00000116	1,766,546,789,906	151.179.249.36	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	491e39d7ca9966801e60895f7b2b0a3bee01981026a0371d31b418d9aedc83f6	grok-4	discovery	backdoor_trigger	2,102	0.445	true	25	181	d64a3569a4d801d1dd5667ef263dde75216359690224c618130ca8bce97ba7f1	ios	blocked	toxicity_classifier	true	0.96
DEF2025_00000117	1,766,602,589,654	136.241.202.59	clean	Python-requests/2.31	9e47c2b385af20400eabe75e2fdf0be5d3eb75f6c4de7fcf5fbb0976159215cf	grok-4	defense_evasion	benign_query	1,397	0.68	false	1	12	565cfb06883012dcbf50e59cb9c791b1d407bb483f0d3fcef1972f0fef7173e0	windows	allowed	content_filter	false	1
DEF2025_00000118	1,766,600,489,289	220.205.254.54	clean	Python-requests/2.31	082c4d2f3797b283b7bb95d330ae8b4a8f5de74b8900cc819dfbf825665bf534	grok-3	lateral_movement	benign_query	674	0.127	false	3	46	02af4c0a186ce17253ff7ee667472355bfccf144528546c486aac1bb94603fa6	macos	allowed	toxicity_classifier	false	1
DEF2025_00000119	1,766,593,409,510	160.210.10.237	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	59ffe3009136ab46f79302b2d2685913defa2c4ac3284ce9dbb93603e4f09741	grok-3	initial_access	prompt_injection	3,079	0.84	true	26	66	2d0df70342b92800190789b2f04cdd0f2ee5c53bf7e38e8387777fdd358c0e71	macos	blocked	toxicity_classifier	true	0.91
DEF2025_00000120	1,766,546,009,559	76.101.240.240	clean	PostmanRuntime/7.32	69012e85b9d21ff78c944b4fe2862311faf9b5f95a2e82a504b691a0bdda8eb1	grok-4	credential_access	benign_query	1,508	0.812	false	3	10	19f72df1eb54cd3771e02ac96f8f13fcbde8c8be028f83be3e65faa3e2440ac9	ios	allowed	jailbreak_detector	false	1
DEF2025_00000121	1,766,544,629,794	41.215.11.158	clean	PostmanRuntime/7.32	46b1de3553ad93a25cad709eaf9d7f649b2a54bfad0150cb8d34cf36b51f2f8e	gemini-1.5	exfiltration	benign_query	3,750	0.99	false	2	20	6d4e380c862bd151101e8bc6c69fab4f5131d3f39bdf4b036c851e90e414e7a0	ios	allowed	content_filter	false	1
DEF2025_00000122	1,766,603,729,208	18.154.237.240	clean	Python-requests/2.31	1334ee96f8c73c0cb9f0d3f0e3e8368f0165769c359f3458eec324e70a02b61d	grok-3	credential_access	benign_query	1,927	0.212	false	5	17	b59ccf741fe1a564c3550b45241646df6021a5a779a568c4d955f453c5ada86b	android	allowed	content_filter	false	1
DEF2025_00000123	1,766,524,409,880	12.163.16.148	clean	Python-requests/2.31	88eacd42c0ac122be2cb2b21df2c320c17b9f12d5faf44da17534a4b4b018077	llama-3	impact	backdoor_trigger	2,772	0.753	true	4	45	f5cc0b8fbe72ab7c3e8f67b0e495970113d66aae5edeadafff3167915b842bc4	macos	blocked	jailbreak_detector	true	0.91
DEF2025_00000124	1,766,519,130,090	97.101.194.143	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	ad403a00750ac7b64969c3157c902ce0a60f6d6804faf8b320e26550f4a68344	claude-3	execution	membership_inference	1,238	0.985	true	17	149	88dd38b2fe9db821e8c62da1e570714606a83f819d7cf167d338aa72712a6cd9	linux	allowed	toxicity_classifier	true	0.87
DEF2025_00000125	1,766,550,569,237	142.44.222.61	clean	Python-requests/2.31	ee726986a64b31cd2665064cf6d66c778c764f4bf3590fea842bbb683353d6d7	grok-4	initial_access	benign_query	1,817	0.558	false	1	41	cffa3634d7386a3897a66a69487cd304727bfe3ae50ab20eb37e7709bb7434e6	linux	allowed	jailbreak_detector	false	1
DEF2025_00000126	1,766,585,789,116	5.50.35.249	clean	curl/8.1.2	a711d2e13a5f00f58e84138416190810c07604474f21721666b2eb1a2013ec7a	grok-3	collection	benign_query	3,250	0.475	false	4	24	1d9295c2e0a4ef22e33d9b0078dec7b5e5a8523526e7f7f95786fc45a43d1c67	ios	allowed	content_filter	false	1
DEF2025_00000127	1,766,597,309,934	119.235.189.7	clean	curl/8.1.2	8b1b3ed57425f28f5556e687476b7319f427855af39cdca9da69ce2ff40b0efa	grok-3	initial_access	benign_query	1,982	0.142	false	2	46	4c76c411acec43c95d5e647d097affa6197e840d25d244467e24af1ec61d41f8	linux	allowed	rate_limit	false	1
DEF2025_00000128	1,766,603,129,817	9.177.188.25	clean	PostmanRuntime/7.32	fd8beba018cbaa9c2c37297e5f8ecf2d8c6cd1bebe7ff0cb4c32487322d54a1c	grok-4	persistence	benign_query	755	0.791	false	5	22	5d8eda58ba6d6cd3fdb9a74204c9997e3e393d5a0b9661cbb0c273789efb87a3	windows	allowed	rate_limit	false	1
DEF2025_00000129	1,766,579,069,398	107.107.173.111	clean	Python-requests/2.31	d8f796c6967432b044b904bd17067f6a5233fe61f19911cc811af14573b444ff	grok-3	initial_access	data_poisoning	1,623	0.904	false	1	48	02dba35c7c5b55513eae5bf07551fd3e5e7a54a1f5fd6cd49826a8a2db7b29bd	linux	blocked	jailbreak_detector	true	0.92
DEF2025_00000130	1,766,588,189,377	165.253.169.39	clean	PostmanRuntime/7.32	a6b6d1ce32005fac02f5487033aa8c3e88bece84e62b403919f91c7287eac508	llama-3	credential_access	benign_query	2,462	0.132	false	1	38	c1c6862b2d198765deec905ee651b170bd34f004425c6877c6d7bb4aa54d2d05	android	allowed	jailbreak_detector	false	1
DEF2025_00000131	1,766,563,949,804	175.225.72.161	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	4b1914279f4b22ccb3b7ac36d6dca58a2956a6d1fe0b72137ded12559e713975	llama-3	lateral_movement	prompt_injection	1,776	0.882	true	12	376	0c4b277351fb41d9dbbdcadab8e9e08119b5c5d8c8fb17a015110cb16a863235	android	blocked	rate_limit	true	0.9
DEF2025_00000132	1,766,564,550,084	163.74.133.246	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	5e6a99d52cc253b28124d9fa159c7cb37f542a279edbed607de33de7b8ab2f94	llama-3	reconnaissance	data_poisoning	756	0.461	true	5	308	86bbeef39a42244c17fb4850d866426e08b8e72ba6e9409a84bc6537314e5aaf	macos	blocked	rate_limit	true	0.87
DEF2025_00000133	1,766,520,749,765	103.228.254.252	clean	curl/8.1.2	e39072b144188b9b23053a5137b103ff44941fea481a27c092bb6354f0293411	grok-3	persistence	benign_query	3,456	0.413	false	3	33	e883d73e3cff60a5bc0ba8370d063c9d5f1df408fb750d8b9479976f203a6531	android	allowed	rate_limit	false	1
DEF2025_00000134	1,766,526,990,118	90.115.54.45	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	8175741751c8ff6434a6d280b1e673c79acf8538680f3adaa06f9f3ddb5d1fe5	grok-4	initial_access	jailbreak_attempt	647	0.377	true	8	343	c94554d7dcf31f32493305b239ee2d687ed334660c4d052e658889dc950ecf6b	macos	blocked	jailbreak_detector	true	0.93
DEF2025_00000135	1,766,596,290,100	146.170.59.130	clean	curl/8.1.2	914495be4dbf6907830447afca02c008145404aa9c551a56a27197fe8db3dd88	gemini-1.5	initial_access	model_inversion	962	0.843	true	4	17	2c16ff1989aa7c870f99a4fe2dbd04e13dd6b8dadf08127e450892ca7190cc30	windows	blocked	jailbreak_detector	true	0.97
DEF2025_00000136	1,766,576,609,783	86.192.53.101	clean	PostmanRuntime/7.32	363ad7a1dda2d79baebd482e53ce2a01b743d07cacfb5b6401f3785f46c4a56e	gemini-1.5	execution	benign_query	2,497	0.356	false	3	39	0bbdf56584234c5f961312cd6bb07eb57c2ee2e6a8d3b01108cce5af9205f59d	android	allowed	rate_limit	false	1
DEF2025_00000137	1,766,577,449,902	185.99.49.90	clean	curl/8.1.2	6fd6b64a45ee11a7e724455c3aac68ebb0851e2a78547a703fc39c4e70623a70	gemini-1.5	initial_access	membership_inference	1,341	0.81	true	2	48	ef82ba4a1ce7ef67374beee9aa25c6f0b79925780a5a536178b0fce8633e46e9	macos	blocked	jailbreak_detector	true	0.86
DEF2025_00000138	1,766,575,349,773	140.23.69.120	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	319e2178191f20a501cd0387255840eb384c3aca2e7417fcde18b35031466cf9	grok-4	collection	backdoor_trigger	2,031	0.351	false	11	366	d28f3b023f09792758380701c10703bc48553fbde15475fb6ca3a739b18f303c	windows	blocked	toxicity_classifier	true	0.94
DEF2025_00000139	1,766,586,449,885	22.41.48.247	clean	curl/8.1.2	10ba668daa2e1c47418e385ab4709cf108642eedaf174c1ce4d823e343a060e5	claude-3	collection	benign_query	3,862	0.944	false	1	48	b4a2aaefb692374e9d1f544188a5f5a9a6321bbda321dc43012fb212abe6f832	windows	allowed	content_filter	false	1
DEF2025_00000140	1,766,523,509,610	137.243.172.108	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	cabda692a91ad2538929c6722fb234c0a60c8bb515608c5c408f8bb1712a4cd5	claude-3	collection	adversarial_example	1,029	0.747	true	13	62	1baec0ca2ebb4a4a7c617af78ecfe34a7e9f5855b8e5a92d1913dfd4a5ad33b1	windows	blocked	rate_limit	true	0.95
DEF2025_00000141	1,766,555,309,610	147.84.5.158	clean	Python-requests/2.31	45f71b881942ecc8bf0c09fe9e890c7d888c0d8094d3566fd0e69e2e166d94ae	claude-3	persistence	benign_query	1,616	0.979	false	3	43	188df2647ad500c65054a18b3a933091f2dbbfcc76d2234046b09a6f0242b490	windows	allowed	jailbreak_detector	false	1
DEF2025_00000142	1,766,564,789,221	121.108.56.101	clean	curl/8.1.2	22fc37e05023237e6bf805580b0b9c4b3078f54b18935abd8168ca66f584c726	claude-3	initial_access	model_inversion	2,020	0.562	true	1	33	9fa95ecf22b2fd50617a48ce45a4800e0e3019e68318df311d9c988987151022	windows	blocked	rate_limit	true	0.97
DEF2025_00000143	1,766,601,450,142	44.219.190.29	clean	PostmanRuntime/7.32	eb8294eb2c02206dc1426d56d821cab34648f22cfe25e7fc5b45336ace5b4d33	grok-3	discovery	data_poisoning	1,789	0.086	true	3	38	ecd838bdb30baa5204580be8872aa0ef4fab69e2302c4eccf226627406ec13ab	macos	blocked	jailbreak_detector	true	0.96
DEF2025_00000144	1,766,593,409,731	222.224.95.182	clean	Python-requests/2.31	179f6dda0ae5947db90a7289d39b406e728cca3dc98e4200345bfb687e5abd2c	grok-3	execution	jailbreak_attempt	2,220	0.905	true	5	43	03876c68aba6e0d51e8ac2c194b61fc8ff7dbd3b821a2045f1f711268d7d92e8	android	blocked	toxicity_classifier	true	0.93
DEF2025_00000145	1,766,581,769,294	15.141.27.111	clean	curl/8.1.2	775ca8385910b35e3e620cb7b71b7d947995f727115a66ceaeee5fb76c98d313	llama-3	initial_access	benign_query	3,253	0.984	false	4	24	3772cbb1af6d595f973be5befc75e0beeeed12604079b0abd53226dbde1556fb	macos	allowed	toxicity_classifier	false	1
DEF2025_00000146	1,766,519,069,937	218.235.181.239	clean	PostmanRuntime/7.32	6edc15fa3906bec41be73787018395af5de10435bd4628ff42c23497e2258699	grok-4	exfiltration	benign_query	3,042	0.915	false	1	36	bc10ed70065c457a94ab21f75e2ff9af7c3b4c62522f746060cd29a991d859fa	android	allowed	jailbreak_detector	false	1
DEF2025_00000147	1,766,592,749,851	112.72.75.132	clean	Python-requests/2.31	f75c9d2514f5745715550d97dfdaae459d71fbd674925572b468c7b06a5461f3	llama-3	discovery	benign_query	2,263	0.155	false	5	25	59099d38b06bd249eacc2ad30bc9454e5fa1d399f9503d4836135bbf153da64a	linux	allowed	toxicity_classifier	false	1
DEF2025_00000148	1,766,583,989,222	25.130.249.9	clean	PostmanRuntime/7.32	923c822ce10733bba6faaea60d696565cbb917196e9cd3571ae2a3f8d39cb622	grok-4	execution	benign_query	803	0.471	false	1	15	926c29bf295148883a25e9bb6279f5f5315c37447b2820f759b6f259999c8364	windows	allowed	toxicity_classifier	false	1
DEF2025_00000149	1,766,571,089,379	192.193.88.2	clean	curl/8.1.2	1543737a00d1e625f521d838845ad99f84cd18d221b6415f71db61e9a832851f	grok-4	reconnaissance	prompt_injection	1,615	0.438	true	3	15	0d4fe91cf7864f999cd725ffb602e13ab135eaf83d837300f52720ce27bd65fd	windows	blocked	rate_limit	true	0.86
DEF2025_00000150	1,766,594,309,883	27.191.43.85	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	4a56d4492d8de0b36d86e78b0649a196935a92414eb07b1be5bb28e2ac73b8be	grok-4	lateral_movement	backdoor_trigger	1,853	0.365	true	19	65	581c510b57974c05e83be88ead82658dee89402328a073986008d2a173b2d2c4	windows	blocked	jailbreak_detector	true	0.97
DEF2025_00000151	1,766,560,890,099	89.108.228.80	clean	PostmanRuntime/7.32	7db6e562a1296e8531cb4470ce4dddf11735dba41494443f1bbce171fbce87ec	grok-4	persistence	benign_query	3,727	0.44	false	1	24	440000a8a015a6b849ff7c0fa54bb38c0c36c485de9b2ec33a70e6e81ed183f6	linux	allowed	rate_limit	false	1
DEF2025_00000152	1,766,552,369,372	123.45.150.137	clean	PostmanRuntime/7.32	89ba3785e37d2159a8f060987f670d4ebd017423a992e68cc8970d755827eb78	grok-3	persistence	adversarial_example	4,069	0.203	true	3	25	4953e8704308a40297e5da1c521f01d90904cf2e48ba1cc4b9ef93f42bb3b8e9	windows	blocked	toxicity_classifier	true	0.97
DEF2025_00000153	1,766,521,349,716	172.74.234.35	clean	Python-requests/2.31	1413c56994c8d47a89087141364a784952d0f89e66ecbd843f8021b3b67c6111	claude-3	discovery	benign_query	1,773	0.265	false	4	24	bef4ece7846d8aec7b545ef846e98d0480a9c8c50308c66ff04e6d6e830cdc62	macos	allowed	content_filter	false	1
DEF2025_00000154	1,766,571,509,868	9.198.48.29	clean	Python-requests/2.31	e45f06baa755f579684166ba4ab26e3811a0d27414c3aab079641c12489d67f5	claude-3	reconnaissance	benign_query	4,082	0.522	false	1	17	a294a1fbf36f8f0587f01fa7811d04d8530d6e2af7f10f8de165e6a9be1dfc34	windows	allowed	content_filter	false	1
DEF2025_00000155	1,766,536,409,220	39.176.75.208	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	52cace518aa39ea503f3db2d99aa450646583202c623958302bf791aee4710a0	llama-3	lateral_movement	membership_inference	1,640	0.386	true	11	255	080bfcd83abba8ba0a7945f95812e28a8cf7049df6bf27e3d826f48df0053925	windows	blocked	rate_limit	true	0.94
DEF2025_00000156	1,766,559,389,819	18.247.181.22	clean	PostmanRuntime/7.32	43961eb35ff803d354ffcef1223827ad98bd5d10c3b675ed9ccb720047786cf8	gemini-1.5	lateral_movement	benign_query	862	0.602	false	3	29	e8ed482c254998b97c09ccabc34c27cd4defd9ca429ab07a19da476d890dc67f	ios	allowed	jailbreak_detector	false	1
DEF2025_00000157	1,766,598,509,434	125.146.109.235	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	ed43bc25ee72a92b0d44df377c694cbee21e18c5e4007163018f30926f5cb967	grok-4	impact	membership_inference	2,051	0.349	true	8	269	afed6c0beac65fffcbf589903ac7c642b392cacc78034ac580786d282215d315	android	blocked	rate_limit	true	0.88
DEF2025_00000158	1,766,592,869,442	53.88.193.100	clean	Python-requests/2.31	ca04c61a94e47dcd57c8c2a97e1f453393b11795616b15dff4707857d7de72a7	grok-4	defense_evasion	data_poisoning	3,372	0.606	true	5	20	5e8086b7263e9a560a7bea9624b3d161f2f8eb322da1ab01ab6e62ca1da7d5f4	ios	blocked	rate_limit	true	0.94
DEF2025_00000159	1,766,523,809,845	48.218.77.182	clean	Python-requests/2.31	636fd06a72364869841a19d87d410d61e447c09ee61c2c9101868bd1c344b269	gemini-1.5	reconnaissance	benign_query	1,686	0.799	false	5	48	b5821ea8ca986501617842de0db055feea74d49f9179633daf01bcb4187bd093	macos	allowed	jailbreak_detector	false	1
DEF2025_00000160	1,766,539,169,893	125.167.132.123	clean	curl/8.1.2	95c2ec79589dd280dd8bbb14125154bad2e216c03f425ec399c5bb9b94c86328	claude-3	defense_evasion	benign_query	2,733	0.709	false	2	43	9f470cdc3d961c464cc37bde08621fb69fa5aee8a07d552701c3be3ef7c24de0	windows	allowed	toxicity_classifier	false	1
DEF2025_00000161	1,766,586,509,852	74.48.65.170	clean	Python-requests/2.31	60f9e5b1b9e0d16e9efdda0877c2fe6a997516c2a48e70a7a8305dd46ef51e64	gemini-1.5	lateral_movement	adversarial_example	3,772	0.983	true	2	36	678aeb804cb3354e2e46b05961a97b3c04412d8746ca0f0facaff714fc478816	linux	blocked	toxicity_classifier	true	0.86
DEF2025_00000162	1,766,531,969,809	196.227.199.89	clean	Python-requests/2.31	f0b4ab4b2df20d76638d91dfee94eb3ebd232c3453018996f9bf322b518b47c4	grok-4	credential_access	backdoor_trigger	2,197	0.441	false	1	47	3464798c1b8d5db750f11a7040c4d6e1654cd93627c16ef7af57ec810fb4362e	ios	allowed	jailbreak_detector	true	0.96
DEF2025_00000163	1,766,560,109,377	62.151.44.84	clean	PostmanRuntime/7.32	b1d94844c265a87cd3eb35eb2b1c2f06b12f50699fc22a744501824d4390823e	grok-3	impact	benign_query	3,633	0.659	false	1	30	ac42535cbfdaad332882d2e7d3634151b102fd2b3cd6f6fa897ec4cfd8848401	ios	allowed	jailbreak_detector	false	1
DEF2025_00000164	1,766,562,989,739	148.148.146.168	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	01967fe0fa7d262d7ad8f3a671b2e3f951eaf61b9c173739140245ecc246b03b	grok-3	initial_access	data_poisoning	2,109	0.333	true	30	189	d168876b638326abd5e96e17882809bfd2efdfc33140adbc9432bd4d7a71b1cf	ios	blocked	content_filter	true	0.87
DEF2025_00000165	1,766,594,129,514	152.203.13.240	clean	Python-requests/2.31	4e729aa99822af802a09884b7e9b2fb614240429a97da98f661f6724a63a16c3	claude-3	lateral_movement	jailbreak_attempt	3,709	0.737	true	3	20	cc5023309545869e9c8ec3672a7e30cc0a9f3e4e6e45cc4d90937294a0840167	linux	blocked	rate_limit	true	0.86
DEF2025_00000166	1,766,580,629,585	63.253.44.18	clean	Python-requests/2.31	6d90c31780dbe9c20d69649cf814eff86878bdbb11fabaf988a540f5ea655e00	gemini-1.5	initial_access	backdoor_trigger	2,857	0.237	true	2	49	61ba80fcce1f7c7161e60d681214035cfe9885c500573ae5708a0b2b7daf4eed	linux	blocked	toxicity_classifier	true	0.9
DEF2025_00000167	1,766,592,210,201	146.218.212.89	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	b8e593426016bc6f8f86d53889b7272a1dc9a258fda8cbc3bdde255c5f303747	llama-3	persistence	membership_inference	4,052	0.671	true	18	190	9abde8693ff4271fc9d43268d5d455bf644088e88f24076dbb49b42472cb52fb	android	blocked	jailbreak_detector	true	0.92
DEF2025_00000168	1,766,547,629,948	15.216.112.219	clean	Python-requests/2.31	10cfc2fdf1978a416b29a3c1e9b45ad51663021607b223d1c2828857c9515339	grok-3	reconnaissance	backdoor_trigger	3,387	0.54	true	1	37	9371225c36471c3c309cbf4827c51401b9b5311786a5af90367acac3494c842e	android	blocked	toxicity_classifier	true	0.96
DEF2025_00000169	1,766,586,029,868	50.220.23.232	clean	Python-requests/2.31	d0bc0b3decdd030486600c8515ea8ea3867e37327fa93a109859bd2bc065860f	llama-3	initial_access	benign_query	3,864	0.487	false	2	39	ea0c7270d953f095c16def940f669cd9fe429986ea41df446d4aece56fe3e231	windows	allowed	rate_limit	false	1
DEF2025_00000170	1,766,520,329,403	42.59.130.180	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	b5da2b3d92ca82ec8d23959c0364d8439e95b83afff1f67f08169bc753deb810	grok-3	credential_access	data_poisoning	1,196	0.136	true	10	144	877b60bc3841b90e821ddd83f636779931d51be348ac8e18ab2f238009dee8d7	windows	blocked	rate_limit	true	0.99
DEF2025_00000171	1,766,537,729,519	73.17.183.13	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	7c1fb5ef2f88c46e97538a7bf31654364f40b7d559ebd2b6c08f6c9e3af37c37	gemini-1.5	initial_access	adversarial_example	3,572	0.786	false	7	245	18e5b2795d0351e7e33e9d67d9ff664348a0208cc578aeb41b582a9e549d3982	linux	blocked	rate_limit	true	0.97
DEF2025_00000172	1,766,565,809,684	19.178.19.215	clean	curl/8.1.2	32522706c8ed68db49ac70452b4dd07b0a7cb39e64eff4a008856aeca00fffda	grok-4	credential_access	benign_query	2,968	0.56	false	4	21	a55de3bfd18a9cff955fc7eb8ce91c6368788fcb6f55199814ddc26e8af4b617	ios	allowed	toxicity_classifier	false	1
DEF2025_00000173	1,766,586,210,030	151.79.220.148	clean	PostmanRuntime/7.32	0d31dece5d371c34fb0652fa6432488c27eab6fb5b387e262f9700a032e68fc6	gemini-1.5	impact	adversarial_example	1,224	0.243	false	4	21	920c49610ea399098b920b68f03b76bc79315535d4382a3526fa8b296beda2f2	macos	blocked	rate_limit	true	0.9
DEF2025_00000174	1,766,543,190,175	123.167.197.55	clean	curl/8.1.2	9a8809a8277643f80c352adf69c5f99032ac71a58b97ad833ed3aafad4dbf455	gemini-1.5	impact	benign_query	1,957	0.266	false	2	27	79b83eee103fd213329645e3a255afe84e02d43cf9ec797a8fd34d0ba2a69d18	macos	allowed	rate_limit	false	1
DEF2025_00000175	1,766,546,430,000	169.235.156.8	clean	Python-requests/2.31	4cdf21f5d04c608ab35ebe0fdc3d1ee25974948a1d09801b509212950114deb9	llama-3	reconnaissance	benign_query	3,564	0.518	false	1	26	1d7dc8b1628cdb575c4ebb77497a752d9dd01edc5216dfbd8e4745f84b18bfd2	android	allowed	jailbreak_detector	false	1
DEF2025_00000176	1,766,601,210,051	7.32.125.226	clean	Python-requests/2.31	87848800a9911e393180bc7d6533c323ba0a5c8f4ecc50078a4a550aa457fe90	grok-3	exfiltration	benign_query	1,450	0.512	false	1	21	ef74a6c49e3d5e976941a51bf1fb1da1cfa81dac9684b29a29d41a90fcc01717	ios	allowed	rate_limit	false	1
DEF2025_00000177	1,766,560,289,377	215.137.234.101	clean	PostmanRuntime/7.32	b87caabeccc4526ea1954531ece2b75a1d7c04008e9c30189de26bc716d881d1	gemini-1.5	initial_access	benign_query	624	0.133	false	3	40	b21c99562701e62cffb95b44b971f462a6e0eb461755c92c2fd1de1b60fcca65	android	allowed	toxicity_classifier	false	1
DEF2025_00000178	1,766,529,150,172	23.68.244.97	clean	curl/8.1.2	b5312a87ba69ccf26b07c46036c44fcc695a8e72a7b9429cb04e7b92578633b4	gemini-1.5	discovery	benign_query	3,449	0.819	false	5	11	355740e9b9c1d3d77bb203e973e943fa1a187e9ce215bda95c494d631388fcaf	windows	allowed	jailbreak_detector	false	1
DEF2025_00000179	1,766,522,789,445	127.176.141.94	clean	PostmanRuntime/7.32	3a050675cf88a54bb0e0eaca8c29df8766f5d562098c95f9a947e610ce8a74f7	gemini-1.5	execution	model_inversion	3,638	0.277	true	4	46	48d01e92c5acf7bcf58293a55e3513c327e4fa014c3e60d60c6b9fab4a095910	android	blocked	content_filter	true	0.91
DEF2025_00000180	1,766,533,110,166	25.101.61.126	clean	PostmanRuntime/7.32	6f9d67e9818da0b26744cbb86be32573358e04937a82a64c9e1a381c92c142f1	gemini-1.5	collection	benign_query	3,614	0.156	false	5	13	df6dab7f0f9280e73e6be9d59e4a1d5cbc609b4cf4c41deab59c3efbbff829d9	android	allowed	jailbreak_detector	false	1
DEF2025_00000181	1,766,544,450,178	104.118.139.216	clean	Python-requests/2.31	e80c09e5d37f0c42edcc0c929c1065e00f4c2d7f8a5519912ca8fbd74f4219ba	grok-3	reconnaissance	backdoor_trigger	3,594	0.01	true	3	32	fd9ebfe8ffd513ca1dfa5574925399c5403710e50a114c779fd038fcabbd53cb	macos	blocked	content_filter	true	0.94
DEF2025_00000182	1,766,572,530,010	106.0.25.36	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	ce2b4f7e2b324a51a61767f273dc99d9f3b596546211589c607bc8b3f6ed5ef2	grok-3	defense_evasion	jailbreak_attempt	1,116	0.414	true	12	302	b4f610f210140641f3f892de903bca15e71585afdcd61fbf5e1ab8d72966e32b	linux	allowed	rate_limit	true	0.9
DEF2025_00000183	1,766,519,369,448	191.66.195.109	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	98a69fd8e46bd8c489abab1450900117bee5471b9c4cefab5d34a3a3bf0040ff	claude-3	lateral_movement	adversarial_example	3,869	0.274	true	24	165	cfd75827809e8a9f6b0f6651f3882b52c21670e1edaf5b9b3459d5af66781c60	android	blocked	toxicity_classifier	true	0.87
DEF2025_00000184	1,766,599,049,726	116.89.79.213	clean	curl/8.1.2	ad52c6b76b0cbbff4a3e08c3f4004af8b858d20be9a1cf5f64bebf20a6e7057a	llama-3	initial_access	jailbreak_attempt	742	0.182	true	4	15	3c907593fe81f384ebc8c59bae71d24bf08a3f47b7897f282dab03d30fd7b714	macos	blocked	content_filter	true	0.89
DEF2025_00000185	1,766,574,509,376	196.70.28.14	clean	PostmanRuntime/7.32	905176b57b4ce8bc75d8bbaf512809e17e0cfb12d6526a66a268a1a5d5991429	claude-3	initial_access	model_inversion	1,378	0.458	true	2	24	1e15ee6adb86fa6c342700d262cf1118a2d3ac90088aa325a9b2fce4f1d781ee	linux	blocked	content_filter	true	0.9
DEF2025_00000186	1,766,565,689,327	93.122.45.228	clean	curl/8.1.2	0ee6459503fddf8534b0460bbaa1c24565bee42b83f3d069dab48188d8af884d	gemini-1.5	lateral_movement	data_poisoning	2,710	0.843	true	1	20	63c86a981612a31e346fb4bfcedc9fa0c8ba3a7d04a310d39668232fe9377da4	windows	blocked	rate_limit	true	0.98
DEF2025_00000187	1,766,535,270,266	104.105.134.110	clean	Python-requests/2.31	fd8090913f4c331ed5ee54b1dda9300be101c753d19b8233049986758acff125	grok-4	credential_access	benign_query	2,217	0.965	false	3	15	7df7681ecd6bbe07303367e6c7b565f65f2d5be7fdb59c7bbaa36c4b672c0104	linux	allowed	content_filter	false	1
DEF2025_00000188	1,766,583,749,656	53.106.44.27	clean	PostmanRuntime/7.32	36c6fa4a0630208924d1473de0f2b744f0e65ab15e06645560dfa02a3a179a3f	grok-4	credential_access	jailbreak_attempt	786	0.176	true	4	44	d7af8894b7263d0f52ebd555ba65c7d624254552c83c524b9574b0fd67d986c7	windows	blocked	jailbreak_detector	true	0.87
DEF2025_00000189	1,766,558,910,242	10.116.182.193	clean	curl/8.1.2	6eca00f66137bd30d7a75e9ecfda10f2dd8eab525036e02427827926ea8c55e3	gemini-1.5	execution	benign_query	960	0.152	false	2	39	c270f6eee9ebd79a4559b09480367c36fe43a62d1a65678492ab691bc872b2db	windows	allowed	toxicity_classifier	false	1
DEF2025_00000190	1,766,571,209,526	125.179.245.40	clean	curl/8.1.2	97dc4623a4b24a80acdf05bc61a8646a1c25c718a03e0ada2fe1adcac2598ac8	grok-3	reconnaissance	adversarial_example	983	0.28	true	4	50	97814cef6f70b3d9986d66f8af848ac3e233618fa69af68f16e34760e03bcd94	linux	blocked	jailbreak_detector	true	0.87
DEF2025_00000191	1,766,577,750,036	48.155.112.3	clean	curl/8.1.2	304ccd69027138641c8053bbc049b6bbbd1d5b53ce56d1d5142e9e70f67c4ff4	llama-3	reconnaissance	jailbreak_attempt	2,134	0.222	true	4	16	95310b793d8acc928a001fac8ecb5cb667561581d4da609f5ea712b0d032c91d	windows	blocked	rate_limit	true	0.96
DEF2025_00000192	1,766,595,449,596	177.215.193.73	clean	Python-requests/2.31	0bb356e0f97df27d1140393b72a82b14460337587ee66ce4a7e42a6d5cc8aa39	llama-3	reconnaissance	benign_query	3,421	0.595	false	1	38	8c61cb8124dae817e981173d7ebf80e0be90e9780af471c9250d88ec42eee291	windows	allowed	rate_limit	false	1
DEF2025_00000193	1,766,525,190,218	214.185.65.44	clean	Python-requests/2.31	6468f11f29084555fe0c5bc424fc6821e7ee9c2998cac1c29f9333655094e830	grok-4	exfiltration	membership_inference	2,381	0.863	true	1	43	3b8804506e54ebd7146bd859ac7f8c442dc95bcc6c907c7120ac3e23970d9175	linux	blocked	toxicity_classifier	true	0.94
DEF2025_00000194	1,766,553,090,193	90.249.69.31	clean	PostmanRuntime/7.32	9166fd375f5bbd8f0d6eaa3d6c31a35991a6827d8732bddcfcbeb539fa9bd6ee	grok-3	lateral_movement	benign_query	2,499	0.512	false	3	19	fb664ac572be1ccf8f11ea9c37609b38ab721b45b1f8fd51e50b083c52c08972	linux	allowed	jailbreak_detector	false	1
DEF2025_00000195	1,766,543,430,111	75.135.50.15	clean	PostmanRuntime/7.32	63343a42b19325d1a56e09c040bf97bdea08c1815608ca365988f9eea7507494	claude-3	exfiltration	benign_query	3,566	0.012	false	1	31	c024be3f17a43991f9abd19d929ca45e606998d94fc3ce34ae86c5f446e55851	windows	allowed	content_filter	false	1
DEF2025_00000196	1,766,548,769,909	104.134.197.73	clean	Python-requests/2.31	0b6b1b6a6dced488c9afbde80c66341987fe0a37fcedb964b684ac0804afbe95	grok-3	collection	backdoor_trigger	2,894	0.543	true	4	24	3e2cd2bb7cf34eea894d51884ab1eb458cf05d4613ac11bc257145d0cc06e91c	macos	blocked	toxicity_classifier	true	0.86
DEF2025_00000197	1,766,522,669,964	27.29.141.164	clean	PostmanRuntime/7.32	c475b7e985609e48572c7bf65fb90637923a2e527310210a96aed15c79a56c65	claude-3	lateral_movement	backdoor_trigger	3,794	0.329	true	2	18	26b073b8fb7937d0d31a26ca2a7103d39578476950bbb61433a26d8d71e8dc25	macos	blocked	jailbreak_detector	true	0.97
DEF2025_00000198	1,766,601,629,387	177.228.29.192	clean	Python-requests/2.31	0f1e127a15a858bb569922c34202ca0d14cd074d12be907c77b3afef300dd51f	claude-3	credential_access	model_inversion	2,503	0.395	true	2	19	fa3533d18b7c224705bb25669a11711d547abfee7d02d215b98dd52d57bfa363	ios	blocked	toxicity_classifier	true	0.95
DEF2025_00000199	1,766,546,309,599	84.114.247.190	clean	Python-requests/2.31	b47ba0743a1deb6a54d622cfde7214db6157927a1b97eda71ef49b197e1cf185	grok-4	collection	benign_query	2,972	0.631	false	4	40	83e08439acbe9c406ab2baf30a4973bde73da482e04964491be9c8e79b524b62	macos	allowed	jailbreak_detector	false	1

DEF2025_00000100

1,766,524,109,981

107.233.5.75

clean

Python-requests/2.31

7a1a586840012aae8faf9378763692e02affd5af9246e1e4b1dffb130a86c5ee

grok-3

initial_access

benign_query

2,249

0.613

false

3

42

e113aaf7a5880d3c2e28c1b6eca0e34878190aa623e18e65c066c26608e31eea

macos

allowed

rate_limit

false

1

DEF2025_00000101

1,766,574,749,661

166.236.179.110

clean

PostmanRuntime/7.32

b743dbae89f906cf31e81523e4baaa256d85cef8c755c12631c6f328dfa7e39b

grok-4

exfiltration

membership_inference

1,253

0.907

true

1

26

c60ad439a9b5a2564bd5ce4d1bf84d80b782d7774a15a0091598c1c7fa2c8b61

windows

blocked

jailbreak_detector

true

0.87

DEF2025_00000102

1,766,527,409,558

9.220.165.13

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

4a631589d348f2527e3c92c5dd512117dc94be515116d3b7bd1d33914880f248

gemini-1.5

exfiltration

jailbreak_attempt

755

0.456

true

11

72

35c227b22d5c961a692ce7279317e08c22ee97fce889e24456d360ec523c3fb5

macos

blocked

rate_limit

true

0.99

DEF2025_00000103

1,766,574,269,762

130.241.196.93

clean

curl/8.1.2

95c74a256ef479cc9285c53acecd60a408d0ec9630cb8056cc596b0323d50e93

grok-3

initial_access

data_poisoning

2,053

0.628

false

2

10

b41b80febe78bfe8390da80ab33ffda9fb0df402134495ea751051b89182cbb5

ios

blocked

toxicity_classifier

true

0.96

DEF2025_00000104

1,766,528,609,676

160.215.228.136

clean

curl/8.1.2

72d3f55e4c81e2bfb8a9f99866c5f242a618fd04fa589f576e77bd809c3b34f1

claude-3

lateral_movement

benign_query

1,133

0.196

false

5

47

ca03132059355a98b802ce3f269a6153fed0c12775ef53ca7c9ebfa613595169

ios

allowed

content_filter

false

1

DEF2025_00000105

1,766,520,809,492

42.3.127.159

clean

curl/8.1.2

6f26937b4bd5bff6c9d48d62a674d1b24e2a9cd6a3f7d227c4f2857c31b52798

claude-3

persistence

benign_query

2,953

0.867

false

1

33

93a662a7cb6f85964c054ba691d35d76e485a4047eaae42ed40da74cc6f4488d

linux

allowed

toxicity_classifier

false

1

DEF2025_00000106

1,766,600,429,655

53.54.59.153

clean

Python-requests/2.31

29d41cfbc4edac053e98ddc2a0c8d054acd4652df402affbe538e2afc2d23418

llama-3

discovery

model_inversion

2,833

0.314

false

4

42

c5496737dc9b94d611dfa44b54d38bede442e63749cd7edf8b49eeb7fe5a8035

windows

blocked

rate_limit

true

0.87

DEF2025_00000107

1,766,536,289,472

188.239.194.253

clean

curl/8.1.2

14bd3503e551f1c1c59a9a84fee46d3ce06acc66360132b1da9f53a28afe9978

grok-4

discovery

benign_query

1,806

0.174

false

1

20

18462ff61c7a50d9176681b9f96b1e712f613caceff0fcc923fbfef5d9c09379

ios

allowed

content_filter

false

1

DEF2025_00000108

1,766,592,869,080

144.116.96.136

clean

Python-requests/2.31

13a07b19106d4a8bf027aa99c6f11ab1cacc58a776633a8dbb58ce40b545f4b2

grok-4

lateral_movement

membership_inference

3,322

0.799

false

4

14

cdee0a34b58dee1ca379d95895d7d61413329ac7aeffa358b325bf2655c45b34

windows

blocked

content_filter

true

0.89

DEF2025_00000109

1,766,546,609,198

129.68.76.183

clean

curl/8.1.2

a32993d548a32d8fe5545703debc1b89b47e641211e4a63f0a12ade83a63f08b

grok-4

exfiltration

benign_query

993

0.487

false

2

40

a90fae7dab58aab48c38c6dc2ce04a07afce4cbfdcb39b66ddff7319362a69aa

ios

allowed

rate_limit

false

1

DEF2025_00000110

1,766,596,649,112

25.99.21.188

clean

Python-requests/2.31

68683f204039cca35e14694d4a588aba1ac735042f2c85c56c4bf88d661f072f

grok-3

collection

benign_query

1,372

0.016

false

5

38

c8695995830d88507aa440d452787414fd82d053cc114cb74127fba231899a76

ios

allowed

toxicity_classifier

false

1

DEF2025_00000111

1,766,601,149,801

74.226.238.179

clean

PostmanRuntime/7.32

3e45f6b822cd1250ec274e5e345a38c30ecc13d9f2cf992e3c6bd43996829b7a

grok-3

defense_evasion

adversarial_example

3,611

0.388

true

2

48

1871ce37b29134c8fa74d8013cac6fc538a804cab59ee6a0ad00906f2a8c00f5

android

blocked

jailbreak_detector

true

0.98

DEF2025_00000112

1,766,552,069,489

46.114.26.23

clean

Python-requests/2.31

60ee1f9fa6ef8da5ecd410c00cbf7398520ae9830c30b154a6f117ae1599c004

gemini-1.5

credential_access

benign_query

1,810

0.614

false

3

32

81fd91440a9f011a9bf9a7ed85d89e0196497e8caf8d9bf59cd54cd9fbb68d1f

ios

allowed

rate_limit

false

1

DEF2025_00000113

1,766,573,369,816

63.28.82.111

clean

Python-requests/2.31

e95033eb4a0e3583b6a3d3ed67087be0e672822e03bbdb9eb84560aab41951f9

grok-4

collection

benign_query

3,239

0.648

false

1

33

6afcf46fd420690ea9a2ca6c081209f0ddaa7ffff77ddd85b94b7de02351028c

macos

allowed

jailbreak_detector

false

1

DEF2025_00000114

1,766,599,649,177

130.52.96.219

clean

Python-requests/2.31

f129e589f0fdd441c34bee0425d8866a9630f7db38a67f9f346691c6539401d2

llama-3

credential_access

benign_query

2,162

0.855

false

5

18

779c5aa5df8a12cc1f2243d67c4c2b79836ad34f75b906e6afe6c0ca4c6fbf65

linux

allowed

content_filter

false

1

DEF2025_00000115

1,766,546,069,506

110.181.251.71

clean

PostmanRuntime/7.32

d677b883f1a7afde2897ca50964473e6789953ed3dbe2ec7c86d8f573abe6177

llama-3

reconnaissance

benign_query

3,071

0.717

false

5

18

d10f5e2addbe68becf28ff07898218c21c0bef3679995149178432ad2101663e

linux

allowed

rate_limit

false

1

DEF2025_00000116

1,766,546,789,906

151.179.249.36

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

491e39d7ca9966801e60895f7b2b0a3bee01981026a0371d31b418d9aedc83f6

grok-4

discovery

backdoor_trigger

2,102

0.445

true

25

181

d64a3569a4d801d1dd5667ef263dde75216359690224c618130ca8bce97ba7f1

ios

blocked

toxicity_classifier

true

0.96

DEF2025_00000117

1,766,602,589,654

136.241.202.59

clean

Python-requests/2.31

9e47c2b385af20400eabe75e2fdf0be5d3eb75f6c4de7fcf5fbb0976159215cf

grok-4

defense_evasion

benign_query

1,397

0.68

false

1

12

565cfb06883012dcbf50e59cb9c791b1d407bb483f0d3fcef1972f0fef7173e0

windows

allowed

content_filter

false

1

DEF2025_00000118

1,766,600,489,289

220.205.254.54

clean

Python-requests/2.31

082c4d2f3797b283b7bb95d330ae8b4a8f5de74b8900cc819dfbf825665bf534

grok-3

lateral_movement

benign_query

674

0.127

false

3

46

02af4c0a186ce17253ff7ee667472355bfccf144528546c486aac1bb94603fa6

macos

allowed

toxicity_classifier

false

1

DEF2025_00000119

1,766,593,409,510

160.210.10.237

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

59ffe3009136ab46f79302b2d2685913defa2c4ac3284ce9dbb93603e4f09741

grok-3

initial_access

prompt_injection

3,079

0.84

true

26

66

2d0df70342b92800190789b2f04cdd0f2ee5c53bf7e38e8387777fdd358c0e71

macos

blocked

toxicity_classifier

true

0.91

DEF2025_00000120

1,766,546,009,559

76.101.240.240

clean

PostmanRuntime/7.32

69012e85b9d21ff78c944b4fe2862311faf9b5f95a2e82a504b691a0bdda8eb1

grok-4

credential_access

benign_query

1,508

0.812

false

3

10

19f72df1eb54cd3771e02ac96f8f13fcbde8c8be028f83be3e65faa3e2440ac9

ios

allowed

jailbreak_detector

false

1

DEF2025_00000121

1,766,544,629,794

41.215.11.158

clean

PostmanRuntime/7.32

46b1de3553ad93a25cad709eaf9d7f649b2a54bfad0150cb8d34cf36b51f2f8e

gemini-1.5

exfiltration

benign_query

3,750

0.99

false

2

20

6d4e380c862bd151101e8bc6c69fab4f5131d3f39bdf4b036c851e90e414e7a0

ios

allowed

content_filter

false

1

DEF2025_00000122

1,766,603,729,208

18.154.237.240

clean

Python-requests/2.31

1334ee96f8c73c0cb9f0d3f0e3e8368f0165769c359f3458eec324e70a02b61d

grok-3

credential_access

benign_query

1,927

0.212

false

5

17

b59ccf741fe1a564c3550b45241646df6021a5a779a568c4d955f453c5ada86b

android

allowed

content_filter

false

1

DEF2025_00000123

1,766,524,409,880

12.163.16.148

clean

Python-requests/2.31

88eacd42c0ac122be2cb2b21df2c320c17b9f12d5faf44da17534a4b4b018077

llama-3

impact

backdoor_trigger

2,772

0.753

true

4

45

f5cc0b8fbe72ab7c3e8f67b0e495970113d66aae5edeadafff3167915b842bc4

macos

blocked

jailbreak_detector

true

0.91

DEF2025_00000124

1,766,519,130,090

97.101.194.143

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

ad403a00750ac7b64969c3157c902ce0a60f6d6804faf8b320e26550f4a68344

claude-3

execution

membership_inference

1,238

0.985

true

17

149

88dd38b2fe9db821e8c62da1e570714606a83f819d7cf167d338aa72712a6cd9

linux

allowed

toxicity_classifier

true

0.87

DEF2025_00000125

1,766,550,569,237

142.44.222.61

clean

Python-requests/2.31

ee726986a64b31cd2665064cf6d66c778c764f4bf3590fea842bbb683353d6d7

grok-4

initial_access

benign_query

1,817

0.558

false

1

41

cffa3634d7386a3897a66a69487cd304727bfe3ae50ab20eb37e7709bb7434e6

linux

allowed

jailbreak_detector

false

1

DEF2025_00000126

1,766,585,789,116

5.50.35.249

clean

curl/8.1.2

a711d2e13a5f00f58e84138416190810c07604474f21721666b2eb1a2013ec7a

grok-3

collection

benign_query

3,250

0.475

false

4

24

1d9295c2e0a4ef22e33d9b0078dec7b5e5a8523526e7f7f95786fc45a43d1c67

ios

allowed

content_filter

false

1

DEF2025_00000127

1,766,597,309,934

119.235.189.7

clean

curl/8.1.2

8b1b3ed57425f28f5556e687476b7319f427855af39cdca9da69ce2ff40b0efa

grok-3

initial_access

benign_query

1,982

0.142

false

2

46

4c76c411acec43c95d5e647d097affa6197e840d25d244467e24af1ec61d41f8

linux

allowed

rate_limit

false

1

DEF2025_00000128

1,766,603,129,817

9.177.188.25

clean

PostmanRuntime/7.32

fd8beba018cbaa9c2c37297e5f8ecf2d8c6cd1bebe7ff0cb4c32487322d54a1c

grok-4

persistence

benign_query

755

0.791

false

5

22

5d8eda58ba6d6cd3fdb9a74204c9997e3e393d5a0b9661cbb0c273789efb87a3

windows

allowed

rate_limit

false

1

DEF2025_00000129

1,766,579,069,398

107.107.173.111

clean

Python-requests/2.31

d8f796c6967432b044b904bd17067f6a5233fe61f19911cc811af14573b444ff

grok-3

initial_access

data_poisoning

1,623

0.904

false

1

48

02dba35c7c5b55513eae5bf07551fd3e5e7a54a1f5fd6cd49826a8a2db7b29bd

linux

blocked

jailbreak_detector

true

0.92

DEF2025_00000130

1,766,588,189,377

165.253.169.39

clean

PostmanRuntime/7.32

a6b6d1ce32005fac02f5487033aa8c3e88bece84e62b403919f91c7287eac508

llama-3

credential_access

benign_query

2,462

0.132

false

1

38

c1c6862b2d198765deec905ee651b170bd34f004425c6877c6d7bb4aa54d2d05

android

allowed

jailbreak_detector

false

1

DEF2025_00000131

1,766,563,949,804

175.225.72.161

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

4b1914279f4b22ccb3b7ac36d6dca58a2956a6d1fe0b72137ded12559e713975

llama-3

lateral_movement

prompt_injection

1,776

0.882

true

12

376

0c4b277351fb41d9dbbdcadab8e9e08119b5c5d8c8fb17a015110cb16a863235

android

blocked

rate_limit

true

0.9

DEF2025_00000132

1,766,564,550,084

163.74.133.246

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

5e6a99d52cc253b28124d9fa159c7cb37f542a279edbed607de33de7b8ab2f94

llama-3

reconnaissance

data_poisoning

756

0.461

true

5

308

86bbeef39a42244c17fb4850d866426e08b8e72ba6e9409a84bc6537314e5aaf

macos

blocked

rate_limit

true

0.87

DEF2025_00000133

1,766,520,749,765

103.228.254.252

clean

curl/8.1.2

e39072b144188b9b23053a5137b103ff44941fea481a27c092bb6354f0293411

grok-3

persistence

benign_query

3,456

0.413

false

3

33

e883d73e3cff60a5bc0ba8370d063c9d5f1df408fb750d8b9479976f203a6531

android

allowed

rate_limit

false

1

DEF2025_00000134

1,766,526,990,118

90.115.54.45

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

8175741751c8ff6434a6d280b1e673c79acf8538680f3adaa06f9f3ddb5d1fe5

grok-4

initial_access

jailbreak_attempt

647

0.377

true

8

343

c94554d7dcf31f32493305b239ee2d687ed334660c4d052e658889dc950ecf6b

macos

blocked

jailbreak_detector

true

0.93

DEF2025_00000135

1,766,596,290,100

146.170.59.130

clean

curl/8.1.2

914495be4dbf6907830447afca02c008145404aa9c551a56a27197fe8db3dd88

gemini-1.5

initial_access

model_inversion

962

0.843

true

4

17

2c16ff1989aa7c870f99a4fe2dbd04e13dd6b8dadf08127e450892ca7190cc30

windows

blocked

jailbreak_detector

true

0.97

DEF2025_00000136

1,766,576,609,783

86.192.53.101

clean

PostmanRuntime/7.32

363ad7a1dda2d79baebd482e53ce2a01b743d07cacfb5b6401f3785f46c4a56e

gemini-1.5

execution

benign_query

2,497

0.356

false

3

39

0bbdf56584234c5f961312cd6bb07eb57c2ee2e6a8d3b01108cce5af9205f59d

android

allowed

rate_limit

false

1

DEF2025_00000137

1,766,577,449,902

185.99.49.90

clean

curl/8.1.2

6fd6b64a45ee11a7e724455c3aac68ebb0851e2a78547a703fc39c4e70623a70

gemini-1.5

initial_access

membership_inference

1,341

0.81

true

2

48

ef82ba4a1ce7ef67374beee9aa25c6f0b79925780a5a536178b0fce8633e46e9

macos

blocked

jailbreak_detector

true

0.86

DEF2025_00000138

1,766,575,349,773

140.23.69.120

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

319e2178191f20a501cd0387255840eb384c3aca2e7417fcde18b35031466cf9

grok-4

collection

backdoor_trigger

2,031

0.351

false

11

366

d28f3b023f09792758380701c10703bc48553fbde15475fb6ca3a739b18f303c

windows

blocked

toxicity_classifier

true

0.94

DEF2025_00000139

1,766,586,449,885

22.41.48.247

clean

curl/8.1.2

10ba668daa2e1c47418e385ab4709cf108642eedaf174c1ce4d823e343a060e5

claude-3

collection

benign_query

3,862

0.944

false

1

48

b4a2aaefb692374e9d1f544188a5f5a9a6321bbda321dc43012fb212abe6f832

windows

allowed

content_filter

false

1

DEF2025_00000140

1,766,523,509,610

137.243.172.108

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

cabda692a91ad2538929c6722fb234c0a60c8bb515608c5c408f8bb1712a4cd5

claude-3

collection

adversarial_example

1,029

0.747

true

13

62

1baec0ca2ebb4a4a7c617af78ecfe34a7e9f5855b8e5a92d1913dfd4a5ad33b1

windows

blocked

rate_limit

true

0.95

DEF2025_00000141

1,766,555,309,610

147.84.5.158

clean

Python-requests/2.31

45f71b881942ecc8bf0c09fe9e890c7d888c0d8094d3566fd0e69e2e166d94ae

claude-3

persistence

benign_query

1,616

0.979

false

3

43

188df2647ad500c65054a18b3a933091f2dbbfcc76d2234046b09a6f0242b490

windows

allowed

jailbreak_detector

false

1

DEF2025_00000142

1,766,564,789,221

121.108.56.101

clean

curl/8.1.2

22fc37e05023237e6bf805580b0b9c4b3078f54b18935abd8168ca66f584c726

claude-3

initial_access

model_inversion

2,020

0.562

true

1

33

9fa95ecf22b2fd50617a48ce45a4800e0e3019e68318df311d9c988987151022

windows

blocked

rate_limit

true

0.97

DEF2025_00000143

1,766,601,450,142

44.219.190.29

clean

PostmanRuntime/7.32

eb8294eb2c02206dc1426d56d821cab34648f22cfe25e7fc5b45336ace5b4d33

grok-3

discovery

data_poisoning

1,789

0.086

true

3

38

ecd838bdb30baa5204580be8872aa0ef4fab69e2302c4eccf226627406ec13ab

macos

blocked

jailbreak_detector

true

0.96

DEF2025_00000144

1,766,593,409,731

222.224.95.182

clean

Python-requests/2.31

179f6dda0ae5947db90a7289d39b406e728cca3dc98e4200345bfb687e5abd2c

grok-3

execution

jailbreak_attempt

2,220

0.905

true

5

43

03876c68aba6e0d51e8ac2c194b61fc8ff7dbd3b821a2045f1f711268d7d92e8

android

blocked

toxicity_classifier

true

0.93

DEF2025_00000145

1,766,581,769,294

15.141.27.111

clean

curl/8.1.2

775ca8385910b35e3e620cb7b71b7d947995f727115a66ceaeee5fb76c98d313

llama-3

initial_access

benign_query

3,253

0.984

false

4

24

3772cbb1af6d595f973be5befc75e0beeeed12604079b0abd53226dbde1556fb

macos

allowed

toxicity_classifier

false

1

DEF2025_00000146

1,766,519,069,937

218.235.181.239

clean

PostmanRuntime/7.32

6edc15fa3906bec41be73787018395af5de10435bd4628ff42c23497e2258699

grok-4

exfiltration

benign_query

3,042

0.915

false

1

36

bc10ed70065c457a94ab21f75e2ff9af7c3b4c62522f746060cd29a991d859fa

android

allowed

jailbreak_detector

false

1

DEF2025_00000147

1,766,592,749,851

112.72.75.132

clean

Python-requests/2.31

f75c9d2514f5745715550d97dfdaae459d71fbd674925572b468c7b06a5461f3

llama-3

discovery

benign_query

2,263

0.155

false

5

25

59099d38b06bd249eacc2ad30bc9454e5fa1d399f9503d4836135bbf153da64a

linux

allowed

toxicity_classifier

false

1

DEF2025_00000148

1,766,583,989,222

25.130.249.9

clean

PostmanRuntime/7.32

923c822ce10733bba6faaea60d696565cbb917196e9cd3571ae2a3f8d39cb622

grok-4

execution

benign_query

803

0.471

false

1

15

926c29bf295148883a25e9bb6279f5f5315c37447b2820f759b6f259999c8364

windows

allowed

toxicity_classifier

false

1

DEF2025_00000149

1,766,571,089,379

192.193.88.2

clean

curl/8.1.2

1543737a00d1e625f521d838845ad99f84cd18d221b6415f71db61e9a832851f

grok-4

reconnaissance

prompt_injection

1,615

0.438

true

3

15

0d4fe91cf7864f999cd725ffb602e13ab135eaf83d837300f52720ce27bd65fd

windows

blocked

rate_limit

true

0.86

DEF2025_00000150

1,766,594,309,883

27.191.43.85

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

4a56d4492d8de0b36d86e78b0649a196935a92414eb07b1be5bb28e2ac73b8be

grok-4

lateral_movement

backdoor_trigger

1,853

0.365

true

19

65

581c510b57974c05e83be88ead82658dee89402328a073986008d2a173b2d2c4

windows

blocked

jailbreak_detector

true

0.97

DEF2025_00000151

1,766,560,890,099

89.108.228.80

clean

PostmanRuntime/7.32

7db6e562a1296e8531cb4470ce4dddf11735dba41494443f1bbce171fbce87ec

grok-4

persistence

benign_query

3,727

0.44

false

1

24

440000a8a015a6b849ff7c0fa54bb38c0c36c485de9b2ec33a70e6e81ed183f6

linux

allowed

rate_limit

false

1

DEF2025_00000152

1,766,552,369,372

123.45.150.137

clean

PostmanRuntime/7.32

89ba3785e37d2159a8f060987f670d4ebd017423a992e68cc8970d755827eb78

grok-3

persistence

adversarial_example

4,069

0.203

true

3

25

4953e8704308a40297e5da1c521f01d90904cf2e48ba1cc4b9ef93f42bb3b8e9

windows

blocked

toxicity_classifier

true

0.97

DEF2025_00000153

1,766,521,349,716

172.74.234.35

clean

Python-requests/2.31

1413c56994c8d47a89087141364a784952d0f89e66ecbd843f8021b3b67c6111

claude-3

discovery

benign_query

1,773

0.265

false

4

24

bef4ece7846d8aec7b545ef846e98d0480a9c8c50308c66ff04e6d6e830cdc62

macos

allowed

content_filter

false

1

DEF2025_00000154

1,766,571,509,868

9.198.48.29

clean

Python-requests/2.31

e45f06baa755f579684166ba4ab26e3811a0d27414c3aab079641c12489d67f5

claude-3

reconnaissance

benign_query

4,082

0.522

false

1

17

a294a1fbf36f8f0587f01fa7811d04d8530d6e2af7f10f8de165e6a9be1dfc34

windows

allowed

content_filter

false

1

DEF2025_00000155

1,766,536,409,220

39.176.75.208

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

52cace518aa39ea503f3db2d99aa450646583202c623958302bf791aee4710a0

llama-3

lateral_movement

membership_inference

1,640

0.386

true

11

255

080bfcd83abba8ba0a7945f95812e28a8cf7049df6bf27e3d826f48df0053925

windows

blocked

rate_limit

true

0.94

DEF2025_00000156

1,766,559,389,819

18.247.181.22

clean

PostmanRuntime/7.32

43961eb35ff803d354ffcef1223827ad98bd5d10c3b675ed9ccb720047786cf8

gemini-1.5

lateral_movement

benign_query

862

0.602

false

3

29

e8ed482c254998b97c09ccabc34c27cd4defd9ca429ab07a19da476d890dc67f

ios

allowed

jailbreak_detector

false

1

DEF2025_00000157

1,766,598,509,434

125.146.109.235

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

ed43bc25ee72a92b0d44df377c694cbee21e18c5e4007163018f30926f5cb967

grok-4

impact

membership_inference

2,051

0.349

true

8

269

afed6c0beac65fffcbf589903ac7c642b392cacc78034ac580786d282215d315

android

blocked

rate_limit

true

0.88

DEF2025_00000158

1,766,592,869,442

53.88.193.100

clean

Python-requests/2.31

ca04c61a94e47dcd57c8c2a97e1f453393b11795616b15dff4707857d7de72a7

grok-4

defense_evasion

data_poisoning

3,372

0.606

true

5

20

5e8086b7263e9a560a7bea9624b3d161f2f8eb322da1ab01ab6e62ca1da7d5f4

ios

blocked

rate_limit

true

0.94

DEF2025_00000159

1,766,523,809,845

48.218.77.182

clean

Python-requests/2.31

636fd06a72364869841a19d87d410d61e447c09ee61c2c9101868bd1c344b269

gemini-1.5

reconnaissance

benign_query

1,686

0.799

false

5

48

b5821ea8ca986501617842de0db055feea74d49f9179633daf01bcb4187bd093

macos

allowed

jailbreak_detector

false

1

DEF2025_00000160

1,766,539,169,893

125.167.132.123

clean

curl/8.1.2

95c2ec79589dd280dd8bbb14125154bad2e216c03f425ec399c5bb9b94c86328

claude-3

defense_evasion

benign_query

2,733

0.709

false

2

43

9f470cdc3d961c464cc37bde08621fb69fa5aee8a07d552701c3be3ef7c24de0

windows

allowed

toxicity_classifier

false

1

DEF2025_00000161

1,766,586,509,852

74.48.65.170

clean

Python-requests/2.31

60f9e5b1b9e0d16e9efdda0877c2fe6a997516c2a48e70a7a8305dd46ef51e64

gemini-1.5

lateral_movement

adversarial_example

3,772

0.983

true

2

36

678aeb804cb3354e2e46b05961a97b3c04412d8746ca0f0facaff714fc478816

linux

blocked

toxicity_classifier

true

0.86

DEF2025_00000162

1,766,531,969,809

196.227.199.89

clean

Python-requests/2.31

f0b4ab4b2df20d76638d91dfee94eb3ebd232c3453018996f9bf322b518b47c4

grok-4

credential_access

backdoor_trigger

2,197

0.441

false

1

47

3464798c1b8d5db750f11a7040c4d6e1654cd93627c16ef7af57ec810fb4362e

ios

allowed

jailbreak_detector

true

0.96

DEF2025_00000163

1,766,560,109,377

62.151.44.84

clean

PostmanRuntime/7.32

b1d94844c265a87cd3eb35eb2b1c2f06b12f50699fc22a744501824d4390823e

grok-3

impact

benign_query

3,633

0.659

false

1

30

ac42535cbfdaad332882d2e7d3634151b102fd2b3cd6f6fa897ec4cfd8848401

ios

allowed

jailbreak_detector

false

1

DEF2025_00000164

1,766,562,989,739

148.148.146.168

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

01967fe0fa7d262d7ad8f3a671b2e3f951eaf61b9c173739140245ecc246b03b

grok-3

initial_access

data_poisoning

2,109

0.333

true

30

189

d168876b638326abd5e96e17882809bfd2efdfc33140adbc9432bd4d7a71b1cf

ios

blocked

content_filter

true

0.87

DEF2025_00000165

1,766,594,129,514

152.203.13.240

clean

Python-requests/2.31

4e729aa99822af802a09884b7e9b2fb614240429a97da98f661f6724a63a16c3

claude-3

lateral_movement

jailbreak_attempt

3,709

0.737

true

3

20

cc5023309545869e9c8ec3672a7e30cc0a9f3e4e6e45cc4d90937294a0840167

linux

blocked

rate_limit

true

0.86

DEF2025_00000166

1,766,580,629,585

63.253.44.18

clean

Python-requests/2.31

6d90c31780dbe9c20d69649cf814eff86878bdbb11fabaf988a540f5ea655e00

gemini-1.5

initial_access

backdoor_trigger

2,857

0.237

true

2

49

61ba80fcce1f7c7161e60d681214035cfe9885c500573ae5708a0b2b7daf4eed

linux

blocked

toxicity_classifier

true

0.9

DEF2025_00000167

1,766,592,210,201

146.218.212.89

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

b8e593426016bc6f8f86d53889b7272a1dc9a258fda8cbc3bdde255c5f303747

llama-3

persistence

membership_inference

4,052

0.671

true

18

190

9abde8693ff4271fc9d43268d5d455bf644088e88f24076dbb49b42472cb52fb

android

blocked

jailbreak_detector

true

0.92

DEF2025_00000168

1,766,547,629,948

15.216.112.219

clean

Python-requests/2.31

10cfc2fdf1978a416b29a3c1e9b45ad51663021607b223d1c2828857c9515339

grok-3

reconnaissance

backdoor_trigger

3,387

0.54

true

1

37

9371225c36471c3c309cbf4827c51401b9b5311786a5af90367acac3494c842e

android

blocked

toxicity_classifier

true

0.96

DEF2025_00000169

1,766,586,029,868

50.220.23.232

clean

Python-requests/2.31

d0bc0b3decdd030486600c8515ea8ea3867e37327fa93a109859bd2bc065860f

llama-3

initial_access

benign_query

3,864

0.487

false

2

39

ea0c7270d953f095c16def940f669cd9fe429986ea41df446d4aece56fe3e231

windows

allowed

rate_limit

false

1

DEF2025_00000170

1,766,520,329,403

42.59.130.180

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

b5da2b3d92ca82ec8d23959c0364d8439e95b83afff1f67f08169bc753deb810

grok-3

credential_access

data_poisoning

1,196

0.136

true

10

144

877b60bc3841b90e821ddd83f636779931d51be348ac8e18ab2f238009dee8d7

windows

blocked

rate_limit

true

0.99

DEF2025_00000171

1,766,537,729,519

73.17.183.13

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

7c1fb5ef2f88c46e97538a7bf31654364f40b7d559ebd2b6c08f6c9e3af37c37

gemini-1.5

initial_access

adversarial_example

3,572

0.786

false

7

245

18e5b2795d0351e7e33e9d67d9ff664348a0208cc578aeb41b582a9e549d3982

linux

blocked

rate_limit

true

0.97

DEF2025_00000172

1,766,565,809,684

19.178.19.215

clean

curl/8.1.2

32522706c8ed68db49ac70452b4dd07b0a7cb39e64eff4a008856aeca00fffda

grok-4

credential_access

benign_query

2,968

0.56

false

4

21

a55de3bfd18a9cff955fc7eb8ce91c6368788fcb6f55199814ddc26e8af4b617

ios

allowed

toxicity_classifier

false

1

DEF2025_00000173

1,766,586,210,030

151.79.220.148

clean

PostmanRuntime/7.32

0d31dece5d371c34fb0652fa6432488c27eab6fb5b387e262f9700a032e68fc6

gemini-1.5

impact

adversarial_example

1,224

0.243

false

4

21

920c49610ea399098b920b68f03b76bc79315535d4382a3526fa8b296beda2f2

macos

blocked

rate_limit

true

0.9

DEF2025_00000174

1,766,543,190,175

123.167.197.55

clean

curl/8.1.2

9a8809a8277643f80c352adf69c5f99032ac71a58b97ad833ed3aafad4dbf455

gemini-1.5

impact

benign_query

1,957

0.266

false

2

27

79b83eee103fd213329645e3a255afe84e02d43cf9ec797a8fd34d0ba2a69d18

macos

allowed

rate_limit

false

1

DEF2025_00000175

1,766,546,430,000

169.235.156.8

clean

Python-requests/2.31

4cdf21f5d04c608ab35ebe0fdc3d1ee25974948a1d09801b509212950114deb9

llama-3

reconnaissance

benign_query

3,564

0.518

false

1

26

1d7dc8b1628cdb575c4ebb77497a752d9dd01edc5216dfbd8e4745f84b18bfd2

android

allowed

jailbreak_detector

false

1

DEF2025_00000176

1,766,601,210,051

7.32.125.226

clean

Python-requests/2.31

87848800a9911e393180bc7d6533c323ba0a5c8f4ecc50078a4a550aa457fe90

grok-3

exfiltration

benign_query

1,450

0.512

false

1

21

ef74a6c49e3d5e976941a51bf1fb1da1cfa81dac9684b29a29d41a90fcc01717

ios

allowed

rate_limit

false

1

DEF2025_00000177

1,766,560,289,377

215.137.234.101

clean

PostmanRuntime/7.32

b87caabeccc4526ea1954531ece2b75a1d7c04008e9c30189de26bc716d881d1

gemini-1.5

initial_access

benign_query

624

0.133

false

3

40

b21c99562701e62cffb95b44b971f462a6e0eb461755c92c2fd1de1b60fcca65

android

allowed

toxicity_classifier

false

1

DEF2025_00000178

1,766,529,150,172

23.68.244.97

clean

curl/8.1.2

b5312a87ba69ccf26b07c46036c44fcc695a8e72a7b9429cb04e7b92578633b4

gemini-1.5

discovery

benign_query

3,449

0.819

false

5

11

355740e9b9c1d3d77bb203e973e943fa1a187e9ce215bda95c494d631388fcaf

windows

allowed

jailbreak_detector

false

1

DEF2025_00000179

1,766,522,789,445

127.176.141.94

clean

PostmanRuntime/7.32

3a050675cf88a54bb0e0eaca8c29df8766f5d562098c95f9a947e610ce8a74f7

gemini-1.5

execution

model_inversion

3,638

0.277

true

4

46

48d01e92c5acf7bcf58293a55e3513c327e4fa014c3e60d60c6b9fab4a095910

android

blocked

content_filter

true

0.91

DEF2025_00000180

1,766,533,110,166

25.101.61.126

clean

PostmanRuntime/7.32

6f9d67e9818da0b26744cbb86be32573358e04937a82a64c9e1a381c92c142f1

gemini-1.5

collection

benign_query

3,614

0.156

false

5

13

df6dab7f0f9280e73e6be9d59e4a1d5cbc609b4cf4c41deab59c3efbbff829d9

android

allowed

jailbreak_detector

false

1

DEF2025_00000181

1,766,544,450,178

104.118.139.216

clean

Python-requests/2.31

e80c09e5d37f0c42edcc0c929c1065e00f4c2d7f8a5519912ca8fbd74f4219ba

grok-3

reconnaissance

backdoor_trigger

3,594

0.01

true

3

32

fd9ebfe8ffd513ca1dfa5574925399c5403710e50a114c779fd038fcabbd53cb

macos

blocked

content_filter

true

0.94

DEF2025_00000182

1,766,572,530,010

106.0.25.36

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

ce2b4f7e2b324a51a61767f273dc99d9f3b596546211589c607bc8b3f6ed5ef2

grok-3

defense_evasion

jailbreak_attempt

1,116

0.414

true

12

302

b4f610f210140641f3f892de903bca15e71585afdcd61fbf5e1ab8d72966e32b

linux

allowed

rate_limit

true

0.9

DEF2025_00000183

1,766,519,369,448

191.66.195.109

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

98a69fd8e46bd8c489abab1450900117bee5471b9c4cefab5d34a3a3bf0040ff

claude-3

lateral_movement

adversarial_example

3,869

0.274

true

24

165

cfd75827809e8a9f6b0f6651f3882b52c21670e1edaf5b9b3459d5af66781c60

android

blocked

toxicity_classifier

true

0.87

DEF2025_00000184

1,766,599,049,726

116.89.79.213

clean

curl/8.1.2

ad52c6b76b0cbbff4a3e08c3f4004af8b858d20be9a1cf5f64bebf20a6e7057a

llama-3

initial_access

jailbreak_attempt

742

0.182

true

4

15

3c907593fe81f384ebc8c59bae71d24bf08a3f47b7897f282dab03d30fd7b714

macos

blocked

content_filter

true

0.89

DEF2025_00000185

1,766,574,509,376

196.70.28.14

clean

PostmanRuntime/7.32

905176b57b4ce8bc75d8bbaf512809e17e0cfb12d6526a66a268a1a5d5991429

claude-3

initial_access

model_inversion

1,378

0.458

true

2

24

1e15ee6adb86fa6c342700d262cf1118a2d3ac90088aa325a9b2fce4f1d781ee

linux

blocked

content_filter

true

0.9

DEF2025_00000186

1,766,565,689,327

93.122.45.228

clean

curl/8.1.2

0ee6459503fddf8534b0460bbaa1c24565bee42b83f3d069dab48188d8af884d

gemini-1.5

lateral_movement

data_poisoning

2,710

0.843

true

1

20

63c86a981612a31e346fb4bfcedc9fa0c8ba3a7d04a310d39668232fe9377da4

windows

blocked

rate_limit

true

0.98

DEF2025_00000187

1,766,535,270,266

104.105.134.110

clean

Python-requests/2.31

fd8090913f4c331ed5ee54b1dda9300be101c753d19b8233049986758acff125

grok-4

credential_access

benign_query

2,217

0.965

false

3

15

7df7681ecd6bbe07303367e6c7b565f65f2d5be7fdb59c7bbaa36c4b672c0104

linux

allowed

content_filter

false

1

DEF2025_00000188

1,766,583,749,656

53.106.44.27

clean

PostmanRuntime/7.32

36c6fa4a0630208924d1473de0f2b744f0e65ab15e06645560dfa02a3a179a3f

grok-4

credential_access

jailbreak_attempt

786

0.176

true

4

44

d7af8894b7263d0f52ebd555ba65c7d624254552c83c524b9574b0fd67d986c7

windows

blocked

jailbreak_detector

true

0.87

DEF2025_00000189

1,766,558,910,242

10.116.182.193

clean

curl/8.1.2

6eca00f66137bd30d7a75e9ecfda10f2dd8eab525036e02427827926ea8c55e3

gemini-1.5

execution

benign_query

960

0.152

false

2

39

c270f6eee9ebd79a4559b09480367c36fe43a62d1a65678492ab691bc872b2db

windows

allowed

toxicity_classifier

false

1

DEF2025_00000190

1,766,571,209,526

125.179.245.40

clean

curl/8.1.2

97dc4623a4b24a80acdf05bc61a8646a1c25c718a03e0ada2fe1adcac2598ac8

grok-3

reconnaissance

adversarial_example

983

0.28

true

4

50

97814cef6f70b3d9986d66f8af848ac3e233618fa69af68f16e34760e03bcd94

linux

blocked

jailbreak_detector

true

0.87

DEF2025_00000191

1,766,577,750,036

48.155.112.3

clean

curl/8.1.2

304ccd69027138641c8053bbc049b6bbbd1d5b53ce56d1d5142e9e70f67c4ff4

llama-3

reconnaissance

jailbreak_attempt

2,134

0.222

true

4

16

95310b793d8acc928a001fac8ecb5cb667561581d4da609f5ea712b0d032c91d

windows

blocked

rate_limit

true

0.96

DEF2025_00000192

1,766,595,449,596

177.215.193.73

clean

Python-requests/2.31

0bb356e0f97df27d1140393b72a82b14460337587ee66ce4a7e42a6d5cc8aa39

llama-3

reconnaissance

benign_query

3,421

0.595

false

1

38

8c61cb8124dae817e981173d7ebf80e0be90e9780af471c9250d88ec42eee291

windows

allowed

rate_limit

false

1

DEF2025_00000193

1,766,525,190,218

214.185.65.44

clean

Python-requests/2.31

6468f11f29084555fe0c5bc424fc6821e7ee9c2998cac1c29f9333655094e830

grok-4

exfiltration

membership_inference

2,381

0.863

true

1

43

3b8804506e54ebd7146bd859ac7f8c442dc95bcc6c907c7120ac3e23970d9175

linux

blocked

toxicity_classifier

true

0.94

DEF2025_00000194

1,766,553,090,193

90.249.69.31

clean

PostmanRuntime/7.32

9166fd375f5bbd8f0d6eaa3d6c31a35991a6827d8732bddcfcbeb539fa9bd6ee

grok-3

lateral_movement

benign_query

2,499

0.512

false

3

19

fb664ac572be1ccf8f11ea9c37609b38ab721b45b1f8fd51e50b083c52c08972

linux

allowed

jailbreak_detector

false

1

DEF2025_00000195

1,766,543,430,111

75.135.50.15

clean

PostmanRuntime/7.32

63343a42b19325d1a56e09c040bf97bdea08c1815608ca365988f9eea7507494

claude-3

exfiltration

benign_query

3,566

0.012

false

1

31

c024be3f17a43991f9abd19d929ca45e606998d94fc3ce34ae86c5f446e55851

windows

allowed

content_filter

false

1

DEF2025_00000196

1,766,548,769,909

104.134.197.73

clean

Python-requests/2.31

0b6b1b6a6dced488c9afbde80c66341987fe0a37fcedb964b684ac0804afbe95

grok-3

collection

backdoor_trigger

2,894

0.543

true

4

24

3e2cd2bb7cf34eea894d51884ab1eb458cf05d4613ac11bc257145d0cc06e91c

macos

blocked

toxicity_classifier

true

0.86

DEF2025_00000197

1,766,522,669,964

27.29.141.164

clean

PostmanRuntime/7.32

c475b7e985609e48572c7bf65fb90637923a2e527310210a96aed15c79a56c65

claude-3

lateral_movement

backdoor_trigger

3,794

0.329

true

2

18

26b073b8fb7937d0d31a26ca2a7103d39578476950bbb61433a26d8d71e8dc25

macos

blocked

jailbreak_detector

true

0.97

DEF2025_00000198

1,766,601,629,387

177.228.29.192

clean

Python-requests/2.31

0f1e127a15a858bb569922c34202ca0d14cd074d12be907c77b3afef300dd51f

claude-3

credential_access

model_inversion

2,503

0.395

true

2

19

fa3533d18b7c224705bb25669a11711d547abfee7d02d215b98dd52d57bfa363

ios

blocked

toxicity_classifier

true

0.95

DEF2025_00000199

1,766,546,309,599

84.114.247.190

clean

Python-requests/2.31

b47ba0743a1deb6a54d622cfde7214db6157927a1b97eda71ef49b197e1cf185

grok-4

collection

benign_query

2,972

0.631

false

4

40

83e08439acbe9c406ab2baf30a4973bde73da482e04964491be9c8e79b524b62

macos

allowed

jailbreak_detector

false

1