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_00003600	1,766,541,940,879	4.213.182.105	clean	PostmanRuntime/7.32	86dc7e94f342fcb3749b2374ffac007c9e45d65d526ec988bb4dba48c8daedc6	llama-3	credential_access	benign_query	2,049	0.421	false	3	30	1052c8bcdd1e2ed6ff21ab9f1e110d1d7509a96289cfa476967ea3aedb69314d	windows	allowed	jailbreak_detector	false	1
DEF2025_00003601	1,766,546,380,001	71.57.73.176	clean	curl/8.1.2	5de482642ab131d6800dd1e7f0d3942cb6aefee2295c7407cade7ae7b4b769ae	gemini-1.5	persistence	data_poisoning	2,117	0.216	true	3	38	a9e295993627c34ae15e75767c6cbc0307364aca6356ebc1c84ec96ba36836e2	macos	allowed	content_filter	true	0.99
DEF2025_00003602	1,766,546,980,881	48.179.54.242	clean	PostmanRuntime/7.32	f5ccd6dc8a45aeac2456f262b0a5d8c23b262432b7d711ab6b4cc18482f44556	grok-4	impact	prompt_injection	3,526	0.135	true	3	26	b7e9876f7cda9c48e87c8c7405f2e9cfa8df54b059e55e3b86e9dc669e8f511f	ios	blocked	jailbreak_detector	true	0.91
DEF2025_00003603	1,766,530,959,987	215.174.110.205	clean	curl/8.1.2	7cea3879a07d6ced10f0d87424f223cc6115f7a9b4d6568f024be7754fe5d31c	grok-3	credential_access	benign_query	1,619	0.406	false	3	28	18357e985721135b5b14e34a4f71359d6fb73fe81e72d34b524d1eebd5520125	macos	allowed	toxicity_classifier	false	1
DEF2025_00003604	1,766,534,920,880	46.3.22.238	clean	Python-requests/2.31	ea2cbc9d7cc6148aba3d2a3e1ea221be97bbd2bfc7b607c99c2e3346cf2367f4	llama-3	execution	benign_query	751	0.704	false	2	11	0ec3ff8fc83e9e0ae83a43d6a6fb5c8defd25026cae000dc14d6907f6f9cffaa	macos	allowed	jailbreak_detector	false	1
DEF2025_00003605	1,766,581,360,517	184.101.188.72	clean	Python-requests/2.31	491151bf7e6e0d12fef8c0def0c513a584a8528e40cd57cc35758d16bb0d7e4e	grok-4	lateral_movement	prompt_injection	3,751	0.33	false	3	39	5a65912890d6d89d6fb775ee80a8c914692b097e76917bb4c97856c5de452382	linux	blocked	jailbreak_detector	true	0.88
DEF2025_00003606	1,766,529,879,960	15.77.162.38	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	a9f5761ccd3b8dcbccfb68ecf391fca969a971d7f3df3c7a2db4e93f002bbeb4	grok-3	execution	backdoor_trigger	1,879	0.855	false	12	352	4fb289920626713a4710bc8260854c2b8cc63ea5081578de89948f872a626034	linux	blocked	rate_limit	true	0.97
DEF2025_00003607	1,766,589,220,113	87.76.141.131	clean	Python-requests/2.31	444da6a18547e14f0f8097777fa6b02c71b166ccb25fc7c6be3bcf7c0765adec	grok-3	collection	benign_query	1,021	0.371	false	2	38	87392b7863691362b5700d344443138a7109d276f93e8eecbe8ae47bcac786a6	android	allowed	content_filter	false	1
DEF2025_00003608	1,766,534,440,906	179.6.149.214	clean	PostmanRuntime/7.32	7be3cf64db2c3c3df70c3fab13a65e43782ea08d2a3d07407e07bcae64821179	gemini-1.5	initial_access	backdoor_trigger	909	0.772	true	3	26	99025de29159be093c611d6afaf466ef8c59506f24ed95565c358f4be40786eb	windows	blocked	rate_limit	true	0.87
DEF2025_00003609	1,766,553,100,192	118.101.160.249	clean	curl/8.1.2	7c76db8e3831eb0eeafeae9ffe3ed1016eac5f6cf46d5f67bda19adbd3ec7c0a	claude-3	execution	benign_query	1,372	0.347	false	1	22	0a0f2c6d844ebe82a4b3f35373b3089e6995ec0cd3bd9a5c75dbfa13029e4207	android	allowed	rate_limit	false	1
DEF2025_00003610	1,766,563,600,877	48.34.163.132	clean	PostmanRuntime/7.32	ecf492e9ad749384fda425afafa5e32d4f037a73e62c1a9c1a7e94607e3bca67	gemini-1.5	initial_access	benign_query	981	0.656	false	1	33	8abca2041e2206758c751b7ef2ec5e062cd3c38f2a94c0951cfa1116eb2db298	macos	allowed	jailbreak_detector	false	1
DEF2025_00003611	1,766,600,920,875	168.106.59.130	clean	curl/8.1.2	53a9a653bab47ae87fe431e146cb364ce3f1741b578d48e7d2851f55e9e5b4c3	grok-4	execution	benign_query	1,660	0.899	false	5	39	4a859503064208cfd2d707a4b30cb5ba91d39aeefa497ec6455941d84243780e	ios	allowed	toxicity_classifier	false	1
DEF2025_00003612	1,766,553,220,870	209.84.176.77	clean	curl/8.1.2	52eeef974c254bee1d241c0239435bee8b0cb178f2ad5820eb245236625a7722	grok-4	reconnaissance	benign_query	3,539	0.712	false	5	42	6d20fa700fdf00fc9df630a7953282b5013f835dd67da94791d3cf6ab75233da	macos	allowed	toxicity_classifier	false	1
DEF2025_00003613	1,766,577,880,126	52.174.59.56	clean	PostmanRuntime/7.32	e7b37aaee00338bdcba879c5571cb0521fd149725d9e77eee4c46ddb12c270c8	claude-3	credential_access	benign_query	606	0.754	false	1	20	60e2680a8ca24e54a66cf37349f24c40bfa2db34b1aa129f29cb85f51b143a59	macos	allowed	content_filter	false	1
DEF2025_00003614	1,766,560,120,666	62.49.180.183	clean	PostmanRuntime/7.32	5171d6e32d1a602dea0f13d09b5583c735856ff8db9ef5cd3401818fd4a5c64d	llama-3	credential_access	backdoor_trigger	2,456	0.563	true	4	30	6aea59df1c3c1ac98a350917c60be2897bd5fd66c665dd1c3703ae5a0d35c669	android	blocked	toxicity_classifier	true	0.94
DEF2025_00003615	1,766,555,140,207	98.125.149.67	clean	curl/8.1.2	df063c0c4c44710cc2e4ccc693aeed92070baa4ac9f91c48d4bd1a4104ae3924	claude-3	discovery	benign_query	1,475	0.18	false	2	11	5a305f00b46d055e80562aff05d7f0cc3015a1eba4c8117c08531a8dea4ac60c	linux	allowed	rate_limit	false	1
DEF2025_00003616	1,766,599,540,139	75.205.7.63	clean	PostmanRuntime/7.32	bae1cdb2212af0c526cd5f68cf10db731df83774e9342736347c0ba07237d5dd	grok-4	initial_access	benign_query	850	0.772	false	2	45	d82abe7cab9c44da87a7cec78c68e5fb46069fd07ef9980e2d58d28f8b491134	macos	allowed	jailbreak_detector	false	1
DEF2025_00003617	1,766,579,920,944	128.49.214.213	clean	PostmanRuntime/7.32	4cacd5b4e1126a9f0a44e50fe7362cb30bc42adb7d8b6fd373575fda82967e8d	grok-3	exfiltration	data_poisoning	3,157	0.357	true	5	12	d351c15157c70f0bb14af0dad9d7cc456932c4103dde854253d8fd37d8197188	windows	blocked	jailbreak_detector	true	0.89
DEF2025_00003618	1,766,569,060,694	83.234.214.87	clean	Python-requests/2.31	5a6831c3fb701c67731eacaf62a50d08c928df69b34bb276c98e735fc3855504	grok-4	exfiltration	jailbreak_attempt	4,022	0.183	true	3	45	26708dc5af98336ff3a0f419d9773eb41937342f33413b366fbe79b675239240	android	allowed	rate_limit	true	0.91
DEF2025_00003619	1,766,530,540,063	5.43.239.105	clean	PostmanRuntime/7.32	769b7a1847773ab45613be850f4df6788ac3b8d28ca1d63eadc0ca8df86c5a89	llama-3	credential_access	membership_inference	1,319	0.269	true	4	29	d7634375f3f81b69e1cd64acf6959003d6d18d58ca401c1f37864716a7d080ba	macos	blocked	rate_limit	true	0.9
DEF2025_00003620	1,766,551,660,388	46.103.50.42	clean	PostmanRuntime/7.32	c3c63c8eadc7194656ae8daf14670e5f0e3c02e7f7ab7e213b6a01747f7b1f57	llama-3	discovery	benign_query	742	0.016	false	1	11	025a14651a3e390093cf4977c4d0bccc237631be62b84d1a561a41ea5a0f5408	android	allowed	content_filter	false	1
DEF2025_00003621	1,766,571,940,086	55.83.121.210	clean	Python-requests/2.31	ab3a81b368f8ee875163f730ee9626507bbc1a12003046418885f70245939405	claude-3	lateral_movement	benign_query	3,166	0.575	false	1	41	0f84ce9eec0314bb00ffd84c2927a02fb26b1c37c8a26ed049eb40a3af530b89	ios	allowed	content_filter	false	1
DEF2025_00003622	1,766,586,940,528	75.25.63.204	clean	Python-requests/2.31	439ef9794d100dca00f5100b9a31b2446ef9929c6a8b7a4a02c1ce62110effe9	grok-3	credential_access	benign_query	635	0.977	false	5	22	8638b1bc6e8fcdd0bbb0aeb99cfe301e40e449d2ea392f99a6c4217209baf4c7	linux	allowed	jailbreak_detector	false	1
DEF2025_00003623	1,766,603,620,354	203.196.202.178	clean	PostmanRuntime/7.32	181a0b0d4e4522daaad71e78ec2575eec0f8a5d3efde02694ffbb5272a98d4fe	grok-3	impact	benign_query	1,831	0.193	false	3	46	dcdddf470b0f1f27f635364a4b8f71ae2a4b18e6c5bc13ed221c2515072004e1	linux	allowed	jailbreak_detector	false	1
DEF2025_00003624	1,766,591,800,635	186.32.13.53	clean	PostmanRuntime/7.32	fd72891f53c92d91676d5662fe3ed52e83f76f07bcd288fd09f83e2ff86a03ec	claude-3	impact	benign_query	3,628	0.542	false	2	28	fa15e5d970662fb0c950e9969f35b88b95b04449040f28882ec43a0ef0b9532f	linux	allowed	toxicity_classifier	false	1
DEF2025_00003625	1,766,551,960,100	105.149.40.171	clean	PostmanRuntime/7.32	31a30c6ba5f67a5d1eed0c7e8d2b90145bfde21b5b10a8d70737677b53c82d35	grok-3	execution	benign_query	4,028	0.402	false	1	39	90414de1fa208e1a442a341cdb2067faf05bda3ba4ae93b3a6b301835e4c793f	ios	allowed	rate_limit	false	1
DEF2025_00003626	1,766,592,160,053	36.159.169.205	clean	curl/8.1.2	2a014cfcf44f86d3dce0fa50d1c6684b4cff1fee91bb93a6bb18397605447618	grok-4	persistence	benign_query	1,260	0.254	false	3	11	5e7b5ea1570bf30b8e6fd5aa747dd39bf95d31c0680d78d2a42a9782bca94c54	linux	allowed	jailbreak_detector	false	1
DEF2025_00003627	1,766,535,280,162	136.149.59.230	clean	PostmanRuntime/7.32	99be70bdf212c59f5731b8dfab7e9f1aa1b913e73f86778a3c819f8c7dc16686	gemini-1.5	discovery	prompt_injection	945	0.292	true	2	24	9aceb86c4b408d0beaded999c907bc0b64e27134250b1cffeae673e1a74706d4	macos	blocked	content_filter	true	0.98
DEF2025_00003628	1,766,519,800,453	218.119.96.179	clean	Python-requests/2.31	e7c4ea13361ecbf63f2846822692bd78270b8531b6ca0bceb7b127a2420a6bc5	gemini-1.5	persistence	benign_query	1,166	0.176	false	3	20	0b92b66fddbffa17b0cf850ec3f848215b48efb9b692126a2083ff13ac9e3450	windows	allowed	toxicity_classifier	false	1
DEF2025_00003629	1,766,557,180,969	55.207.113.103	clean	curl/8.1.2	2a06b59e9edebe4cea4a56aa2eb5995620abae478e70c0237ede358ace2a0e06	claude-3	exfiltration	benign_query	3,268	0.189	false	3	17	60bb84f720fc065fea776e5336e50edd031b34bcd01ac2fe8c2011255b318559	windows	allowed	rate_limit	false	1
DEF2025_00003630	1,766,585,500,385	47.94.3.76	clean	curl/8.1.2	2b6d4c6d6ede24d2efabb8ef8e49048dc1e6a2f0c6b78b0bb31a16dfb3dc3c3d	llama-3	credential_access	model_inversion	3,315	0.523	true	4	21	fbe2c7bd7b55509671877b64cbb05392b7b8bcd9f592b19b011c01dc405140dc	android	blocked	jailbreak_detector	true	0.93
DEF2025_00003631	1,766,539,840,861	59.255.223.214	clean	PostmanRuntime/7.32	2ab74e64a1371ff40e8364acbf2fb580cb533f54a1ce629eabc2799cdddb0c63	llama-3	defense_evasion	membership_inference	2,647	0.228	false	5	45	5cb79955c6c9d08b979051e91d1f2e00bed5c18e69142740496f4dc05c542b6c	macos	blocked	rate_limit	true	0.85
DEF2025_00003632	1,766,558,980,924	16.29.248.75	clean	curl/8.1.2	d24745d904d80f61f2e9b202b012f503593c1196c4d1cf0b7539a25b784bd60d	llama-3	impact	backdoor_trigger	3,712	0.873	false	3	40	a2956392c00384d6d08a138eebc8506ef63916303d76a157abeb1af28420dcbd	macos	blocked	jailbreak_detector	true	0.91
DEF2025_00003633	1,766,565,760,638	163.47.120.226	clean	PostmanRuntime/7.32	9474ad17e781e207fd0b6320e8f105e6e103e4b9ef30ae04b2fc5e8fcc34ec00	grok-3	impact	benign_query	2,603	0.219	false	3	19	b25e180289510b3eded419e6c7d7e0053079802b4e1f90ec5180d8ba8671e08c	linux	allowed	content_filter	false	1
DEF2025_00003634	1,766,569,780,174	7.185.208.96	clean	Python-requests/2.31	878fa8decec064f0d20505da1d12f7f1a4934633a27967020b844fd717d9adbb	claude-3	defense_evasion	benign_query	4,030	0.351	false	4	16	a801f23c47c5a0b25dd323a22eca50cd942a0d719895144b68807952f7336068	windows	allowed	content_filter	false	1
DEF2025_00003635	1,766,528,680,564	80.107.202.98	clean	PostmanRuntime/7.32	50f37e3a388f876bb32dbb724a67e76cf6fb876ccddf6fbbb63af8da62f4866c	grok-3	discovery	benign_query	3,376	0.592	false	2	20	b569a011990ef5b1d47bdcf7bbc5fb0b72726364a4cad3fa2566cbe832234cb0	macos	allowed	content_filter	false	1
DEF2025_00003636	1,766,526,280,732	112.231.229.53	clean	Python-requests/2.31	af007911c250235584569488836f2d30120b117753c303ea71d2afb04ca709c7	grok-3	persistence	benign_query	1,428	0.736	false	2	45	88d17c4015fe6a6ad92d2b33cda45f96e84382844d16d932211b9e8488971cb5	android	allowed	toxicity_classifier	false	1
DEF2025_00003637	1,766,544,700,196	129.38.116.158	clean	PostmanRuntime/7.32	9a288a3975a9da2ad4a8a7c489d63035709e1b0c59b63246c50dbfa0abcd0aa5	gemini-1.5	execution	benign_query	2,469	0.314	false	5	33	11b8b12adb97f48b3afcef3c681d0c8ef26965630d2e5b44984a31223528c596	linux	allowed	toxicity_classifier	false	1
DEF2025_00003638	1,766,578,120,327	8.2.208.32	clean	Python-requests/2.31	55fa9079af5fb64557d683d0958d1a42d8c88b00c74c6cba8627fe52a6fa8ba2	claude-3	initial_access	benign_query	2,478	0.305	false	3	25	7e8e6f4c2f7497e6e39003b83cb3827201d45cf78c37d7ced04fb0f1baeb3651	android	allowed	content_filter	false	1
DEF2025_00003639	1,766,563,840,335	180.128.222.154	clean	Python-requests/2.31	f95a139fe2189e7258c1d2ed443ba6aa4e7339d75cde439c6ebcc0564d0799b7	grok-3	execution	benign_query	3,768	0.183	false	5	18	75b476af639d2a81849fa2e0706d1dfc700e0f67fc25c7cd47b36e386becee4a	windows	allowed	jailbreak_detector	false	1
DEF2025_00003640	1,766,533,660,469	130.44.225.206	clean	curl/8.1.2	1d33a587e278836216a38271d7ebcb1bf484fd3f6eb474b9310b697c6e407930	llama-3	impact	benign_query	2,261	0.841	false	2	50	707fffac915ccef8e6f0ffe2c411a4f3be2680a7cb7be938d5f23de3dc4a6c76	linux	allowed	toxicity_classifier	false	1
DEF2025_00003641	1,766,524,180,806	149.23.251.58	clean	curl/8.1.2	acb6850042030ccf8515d7e24ce6ccf9f1e1c4508ef23b81c66b6e0ef8d8597c	llama-3	execution	benign_query	3,486	0.777	false	2	34	d468410eaaedf2133beddcfe51ad03637a5374436f604ecc5e58efa7d3160dc0	android	allowed	rate_limit	false	1
DEF2025_00003642	1,766,555,860,565	155.255.114.50	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	71ae682c53f241147ae09ae588dc9fd2a24471efd0789a8bcf0921c4ea05d2e8	grok-3	defense_evasion	data_poisoning	1,596	0.343	false	7	274	0d3f63d0f7d743143ca69c6c33ea187ca69802c636b72875f64b766ade6377ba	windows	blocked	jailbreak_detector	true	0.95
DEF2025_00003643	1,766,568,580,409	69.9.83.214	clean	Python-requests/2.31	7047fa9c124d2502dba69af01b9a3a87dd37a3838aa0d0697569238c700fe6a7	grok-4	execution	prompt_injection	3,108	0.515	true	1	36	55ef49415d2b1bc8d4b1d3cf78bb9323cb65592f416592abcb913879b99875aa	android	allowed	rate_limit	true	0.97
DEF2025_00003644	1,766,540,920,752	111.103.123.196	clean	curl/8.1.2	d2f0ad158b11892987f57e537c0c6bdddc55d6e10614d0f5d8a8ad9b4eb86a64	llama-3	persistence	prompt_injection	2,270	0.052	true	4	34	53da3837b32536c13ed8aeabd7af278f351bf11c0948d46a2f6382799c21cb26	macos	blocked	toxicity_classifier	true	0.94
DEF2025_00003645	1,766,540,740,070	89.125.82.16	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	983531c5da7c83662642028ba7390da8799155ce155a00008d0a4fa3769f5a0a	gemini-1.5	exfiltration	adversarial_example	3,308	0.601	true	16	243	808a73fd58a8292920248c1930e1b9283ffd8418ac333f9c3fa442fd7a17cc13	ios	blocked	toxicity_classifier	true	0.93
DEF2025_00003646	1,766,527,000,665	109.218.150.7	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	3c91cd61651359d1a942c6beed757628d97f99e27a6b70cab954953694569d2a	grok-4	exfiltration	adversarial_example	1,706	0.483	true	18	70	7c02f1532a2f20ead84970e3ac0c6a25ce4f1f3a754473546d86a6c1913adece	android	allowed	jailbreak_detector	true	0.94
DEF2025_00003647	1,766,539,180,092	39.103.141.27	clean	PostmanRuntime/7.32	537c951f3ca11093dae73598ac4632db0ccc5891d49b01feff59943aa5f4fea1	claude-3	collection	benign_query	2,911	0.334	false	2	10	bbc24bfd1d53ad1df41a397a989591aa168b36217d389701a24a962d37f51821	macos	allowed	content_filter	false	1
DEF2025_00003648	1,766,522,200,152	115.233.80.151	clean	Python-requests/2.31	4d9e08ba58d97499a6dc9de126e811c730f8558aa2084347ffbcca7e75aeeca0	grok-4	collection	membership_inference	510	0.059	false	1	41	152708575bbc3c890ce56dc180dcdc7164104c32c6930f3765d21cf4e0f10c3b	macos	allowed	rate_limit	true	0.95
DEF2025_00003649	1,766,601,040,280	71.246.138.97	clean	Python-requests/2.31	dc1967466ea3dd907e543587e279728902f31a2a99fc15ce47b618976ffa3b18	llama-3	impact	membership_inference	603	0.763	true	3	17	b42057e22d5a24e5d317b6d82471d001d4d78f3ff12a9c685f24415a709375ec	linux	blocked	toxicity_classifier	true	0.94
DEF2025_00003650	1,766,572,000,779	13.33.132.22	clean	PostmanRuntime/7.32	3c74aa1c60a7dbbdd41349bdf2436b7e90a2e0bba39aeafb3212b1bfa193799f	llama-3	execution	adversarial_example	4,093	0.951	true	4	49	9d739fdfd0894d232b468f4cc6727473904603c531c633b7d9bcf3ec2cf710df	android	blocked	rate_limit	true	0.86
DEF2025_00003651	1,766,566,000,335	93.143.72.105	clean	curl/8.1.2	7e0e7c7c0ef45753f1eb41b6922c688f61c59a9bf826f81fab097648d9c7985e	claude-3	lateral_movement	benign_query	2,963	0.186	false	3	32	7a4ecdf67e08b21326e0858d18ca94e73abef1b42f05e67faaf7a521fbaaaacd	windows	allowed	toxicity_classifier	false	1
DEF2025_00003652	1,766,573,200,982	193.211.176.89	clean	Python-requests/2.31	a06e430500ac2952fe747bd0df8664f3a8f9d2f0b1ffc354b9937b6b7933a5e3	claude-3	initial_access	adversarial_example	4,065	0.867	false	3	34	61fa676cc59eb74be274556e2b3e4e4f5ab482ebbff0c2e27ec6dc1a6c276034	windows	blocked	content_filter	true	0.87
DEF2025_00003653	1,766,564,920,244	127.164.63.96	clean	Python-requests/2.31	07187e7189112b93a56497d7f6897f7c55e0a9b102c9f7eb122b4a9ae8d836d2	llama-3	execution	benign_query	3,265	0.416	false	1	13	3434a60bef633cf9cdb4aa7a11956c4464b8b5ddfacbe940c1bb5d2b202168ea	linux	allowed	rate_limit	false	1
DEF2025_00003654	1,766,562,100,334	141.145.88.27	clean	curl/8.1.2	978c1515d02f32dcf58614e222535e24046e3068a40b57c8f74be565af42b124	claude-3	impact	data_poisoning	3,960	0.636	true	2	12	4b538919b3eafd9e5702688b47a65afe8a823346e547e08a80921d9e03c06dcb	linux	blocked	toxicity_classifier	true	0.95
DEF2025_00003655	1,766,596,420,790	154.76.79.1	clean	PostmanRuntime/7.32	073640f5c60a0d49da5bf2d4b39a7b629f038cd6016cedc2512e01fa6623d630	llama-3	initial_access	data_poisoning	737	0.76	true	5	40	4f19d6e000e60e6a8ea3087e95188357e14965f1c1cc6d60fe3a2e226d5dea53	windows	blocked	toxicity_classifier	true	0.86
DEF2025_00003656	1,766,577,100,809	25.202.207.165	clean	curl/8.1.2	6bfba7cb242d842e6f842389830ba1d19cd335879a1ca90966bbf31f82871f70	grok-4	initial_access	benign_query	2,175	0.13	false	5	34	a7b3ed5b3715cd044430ebaa8fcf5c772b5e4bb0c3844da9ffdfa8474c8e4efe	ios	allowed	content_filter	false	1
DEF2025_00003657	1,766,542,840,986	128.38.90.220	clean	Python-requests/2.31	72c231b4351f7edfef0d41c9eaede09a53126148733f69ca70a71ada72497865	llama-3	persistence	benign_query	2,206	0.822	false	2	37	486e44405329ebfb48814a141eb2bda34bb7901a14145bafb71427190e4f378b	macos	allowed	jailbreak_detector	false	1
DEF2025_00003658	1,766,540,980,126	205.15.144.89	clean	Python-requests/2.31	105e174b83b5e75c49b37b2bba75388563436d2d39a13bc6c126c98e0b330f22	llama-3	lateral_movement	data_poisoning	2,323	0.681	true	2	40	0145e67123e4e034d872ce75fe466bdc844a5998b484d66e4abd419decfc729a	windows	blocked	rate_limit	true	0.91
DEF2025_00003659	1,766,560,660,554	91.83.141.105	clean	Python-requests/2.31	7ae8b2596e1ad4a14cc56e0765f822e0c5730f8c6021c25c70a7d2ed93889cb6	grok-4	impact	benign_query	2,280	0.267	false	4	47	02854c17fc3fcd0d090f772a7507ae02f06d78d9694cccd83872fd1ed08c126a	windows	allowed	toxicity_classifier	false	1
DEF2025_00003660	1,766,527,960,667	112.132.8.148	clean	Python-requests/2.31	bf5aca337d759d7b3ee9f17f81a880b9616a63b7948f3de62b85bec9def635fa	grok-4	lateral_movement	benign_query	3,389	0.949	false	1	46	e52a8d7dea7a2d6a10219a2f9779b8bf49e8cf7dd5846bd130588ce6327bac6f	android	allowed	toxicity_classifier	false	1
DEF2025_00003661	1,766,522,680,453	59.4.171.114	clean	curl/8.1.2	ae7a482eebdccfba80ef116bb706233fc540e17ef55d2223179e72556c329363	gemini-1.5	credential_access	benign_query	741	0.361	false	2	33	5a4173007fbee72f91cb1dec800b925b5d6a0290304ab1232e63904ba8724913	macos	allowed	toxicity_classifier	false	1
DEF2025_00003662	1,766,550,580,457	15.5.199.223	clean	Python-requests/2.31	3f54598ad441f1d8e4bbfe215b0e60d118ca73b4a204ba20a5a3262adcef1730	claude-3	discovery	benign_query	621	0.23	false	4	48	c3335368120e2531346a16a861a700ad08f378416956e7b3f33caa25d126640e	ios	allowed	toxicity_classifier	false	1
DEF2025_00003663	1,766,534,561,079	88.41.238.17	clean	PostmanRuntime/7.32	ef6996ecd88d991885b45046074dc9f041a3ad567c1f6927406b200d578ec4e7	gemini-1.5	initial_access	benign_query	3,402	0.111	false	2	40	812500eefb0a4cb14b3b32ae33ec01605b9375558b1388c0b4a0ac4768a8ed3e	ios	allowed	content_filter	false	1
DEF2025_00003664	1,766,568,700,455	138.154.226.157	clean	Python-requests/2.31	1d555b557185a5eaa3152ec7df884f221afb4afeffb43f8aad9cb824ca138d3e	gemini-1.5	credential_access	benign_query	3,784	0.224	false	1	17	b8589183cedd544589b8c31bac48f8902dbe9e4b0964ef8c4c705f60ad864e15	linux	allowed	toxicity_classifier	false	1
DEF2025_00003665	1,766,540,260,168	144.103.194.206	clean	curl/8.1.2	a16c2e3aae2d0af6195cb706b5e5df0388459fe37ea48957bb2d09257a6cf94b	claude-3	reconnaissance	benign_query	3,645	0.711	false	5	19	82a6e0f99c7bf57897674bb241077cbaec4e3f64893082cccc77b90ec32313a4	linux	allowed	toxicity_classifier	false	1
DEF2025_00003666	1,766,588,860,735	212.21.238.233	clean	Python-requests/2.31	2ff5344a615eedf2d32774ea9417fc377ba68ae9ce1070e4a1afa99ebafecfd0	llama-3	reconnaissance	benign_query	2,689	0.549	false	4	39	c8a9699979e845fdff57b75613397113b4c888216a7443977161552339a00ea2	linux	allowed	content_filter	false	1
DEF2025_00003667	1,766,589,640,282	160.254.106.17	clean	Python-requests/2.31	4c3a14bdd36698881322e2d7e89a307d8423237b088669f8e27448e73f2b0f93	gemini-1.5	reconnaissance	backdoor_trigger	3,005	0.853	true	2	13	e05a84909282c139379c7b3fe8bbd0fdb1d47380d78ed27142f6bdf6730ddaed	linux	blocked	toxicity_classifier	true	0.9
DEF2025_00003668	1,766,588,740,667	73.154.200.64	clean	PostmanRuntime/7.32	e814b319331a256933cd7cf3fce686441e73407c4713b2600e76215ffe7e9d40	grok-4	execution	benign_query	1,549	0.074	false	5	34	fa815a082f3436e815cc62de5e790514bc9cab39a569c9ecb4f505fee12b3185	windows	allowed	content_filter	false	1
DEF2025_00003669	1,766,532,220,634	123.74.71.198	clean	PostmanRuntime/7.32	4fd91b6a53bfdb0319f4fbcf321dd449dbca568c85eb74ebe659137301792ee3	llama-3	impact	benign_query	674	0.84	false	2	38	61a88af18f91f15e8dfe74dee42b52586a2e457484431ea9841bcab4c55a8779	ios	allowed	jailbreak_detector	false	1
DEF2025_00003670	1,766,594,680,693	34.96.80.230	clean	PostmanRuntime/7.32	3f03f4adb1d0137697b642f8fe71095f91c0524e2a6a6950cb3756135089d54b	llama-3	initial_access	benign_query	2,751	0.971	false	5	43	65b6515da281a10cfe2c5ab77d584adfa782ab541c6ea8d5ff77c2a7da1082e1	ios	allowed	toxicity_classifier	false	1
DEF2025_00003671	1,766,545,900,438	48.9.253.35	clean	PostmanRuntime/7.32	c2845297e88d4707c1c1fe624becf05fbeea7e089f891f95978249442f1eb40b	llama-3	collection	benign_query	1,150	0.87	false	1	13	23779480b013386a0302098158d857da873c853c933be387a37ebbc73702980d	android	allowed	rate_limit	false	1
DEF2025_00003672	1,766,592,041,093	185.214.139.111	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	6833ae82f74d0ca4df0f893f9b6384f597fc235ddb1289cb54892778cefcfb9b	grok-3	defense_evasion	prompt_injection	3,925	0.234	true	21	281	d5fdbaffb106585db85157e4fcb1cb362eaaec4222e43b85136aa772e9369c03	ios	blocked	content_filter	true	0.89
DEF2025_00003673	1,766,593,240,470	132.223.232.236	clean	curl/8.1.2	de936cbaa9923f1127d3aa1eaa6f9474900f82237a1940747f20c1eacef3c832	llama-3	discovery	benign_query	570	0.133	false	2	23	3e3102a2f66e0bf9aea6d0eb62430b6e5ddb36a762f811ff50ae8f17bc44e986	android	allowed	content_filter	false	1
DEF2025_00003674	1,766,586,160,399	57.74.193.171	clean	PostmanRuntime/7.32	b1f760f60b420f3e0d8ca3d93c9793ec650fb8906a2ea9a7054dc82e8eb73951	claude-3	initial_access	benign_query	1,858	0.015	false	4	28	cab1f5afe9134835d40bd7a5637c400090bc9b180d29b172c7ae86d397a64fdc	linux	allowed	jailbreak_detector	false	1
DEF2025_00003675	1,766,574,280,888	200.53.53.81	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	cdc1d93b1866a163428811cbe629bd6a4922aed092a6ce2a2f27c9d7436a90fe	grok-3	credential_access	model_inversion	524	0.646	true	19	141	8773a007b053b5eb363abccd1bec5aa30b49f671392840cad92bb7ee450e4166	linux	blocked	jailbreak_detector	true	0.99
DEF2025_00003676	1,766,523,640,290	31.114.202.136	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	e59efd5ac4ceb3f82c400cede612912dba8b98cbd23b97c423cbf15f71be65c9	llama-3	defense_evasion	model_inversion	3,918	0.473	true	11	243	63b76206b705b474fb785e3a786b965281f8f76478100bc83786fc6d375b00a3	android	blocked	rate_limit	true	0.96
DEF2025_00003677	1,766,564,681,007	206.187.228.139	clean	Python-requests/2.31	4300cadc31e2518da65aa38d116f2d8179620ec278de9c3ead89d84d0eb0ee83	claude-3	credential_access	benign_query	3,883	0.649	false	5	19	60acae707b6eb999b8a678343c05c93abbcbe536cc4e329a76cd8495a2a0c54d	macos	allowed	rate_limit	false	1
DEF2025_00003678	1,766,535,220,934	115.14.18.236	clean	Python-requests/2.31	d0e0a65a67134f4b79818a4f7fc246842a915e78fb67d42775699f4c6fa0175d	grok-4	credential_access	jailbreak_attempt	2,986	0.714	true	4	19	c4372cbeb03ce939d31db140a144bbc54c512f33131dd10b5011c737a360c5b0	android	blocked	rate_limit	true	0.98
DEF2025_00003679	1,766,550,760,541	107.153.99.220	clean	curl/8.1.2	44967bb7509d0c5e536e5ada41441af00aa43f3b1c12987730f0e3dc50cdbd27	grok-4	persistence	benign_query	1,173	0.627	false	2	18	53d9aba3a4609a5bcc6da9cdff69a903f0f04629e3eecc83566e8e649d2a92a6	linux	allowed	toxicity_classifier	false	1
DEF2025_00003680	1,766,526,881,039	160.130.106.222	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	3543ba2321a976302f79c4e36f311cd62b4f734ea08bdb597c46579ac66efc39	llama-3	defense_evasion	prompt_injection	1,611	0.84	true	7	272	45715210ccd38e7815cc605e846b2edaef4c907c447a694b9c07705ef42182c0	windows	allowed	toxicity_classifier	true	0.87
DEF2025_00003681	1,766,518,241,101	67.1.17.168	clean	curl/8.1.2	4d7e264fb49420d283e4fbfb1214d60c4e9380e39a3ca6c87b7825665cac4674	llama-3	defense_evasion	benign_query	1,235	0.91	false	1	27	728f5f50f17928c794794aeb8840ec02f3308af490a3346eebd251b877553447	ios	allowed	rate_limit	false	1
DEF2025_00003682	1,766,603,261,003	132.93.14.34	clean	PostmanRuntime/7.32	a823524223a6a49effa0584ce3ec82678092e698869ecac2716d5b34c3a17582	grok-3	reconnaissance	benign_query	3,340	0.088	false	3	21	161b9ba1d563d2c0ad46df33a950569f72c79b318ebb6972135dce88decab7a2	ios	allowed	rate_limit	false	1
DEF2025_00003683	1,766,585,500,525	137.132.191.116	clean	curl/8.1.2	fa3d716077c3a6a0f8f23dd4d21798d5123c4628c14f1e1e4bd60aa940ee5709	llama-3	collection	benign_query	1,926	0.568	false	2	37	b00bbb1d5999f7902f01e90f240967e0de64b6951e1de1376ae2ffe0e747f208	macos	allowed	toxicity_classifier	false	1
DEF2025_00003684	1,766,549,920,429	53.226.176.249	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	4f713217d097982515daee35ce262a60a29085072efd976fb84f8842d7077ffd	claude-3	collection	jailbreak_attempt	2,910	0.443	true	22	370	8793ce529b6f714869c0b069be1102460ee4e757c8ca6204bba995425dcbf6d5	android	blocked	toxicity_classifier	true	0.9
DEF2025_00003685	1,766,578,120,911	60.150.245.28	clean	Python-requests/2.31	677be249f629de8c5626a6007ecab08edbce3494f39ea1a70b43dedd115fb8e4	gemini-1.5	defense_evasion	benign_query	2,385	0.376	false	3	19	1e767719eeed25d03a8cd7c5010b3b6391683b735e36fdeeece88ee3eda5fea0	linux	allowed	toxicity_classifier	false	1
DEF2025_00003686	1,766,584,540,631	197.68.11.170	clean	curl/8.1.2	23452eda6de7b7787ea9ccaa7dbc6869d4e0fe66a4317659b2351bb1b9ddd9c6	claude-3	credential_access	benign_query	3,265	0.481	false	5	22	701d770659c749403821c2f46c8a3714be25c991bef0ce52a0abdc677b72843a	ios	allowed	jailbreak_detector	false	1
DEF2025_00003687	1,766,556,040,507	19.140.64.160	clean	PostmanRuntime/7.32	bf287c1446504a507514b9fb97c347aaffb4497baec6d3cde2179f0f086454c7	grok-3	execution	data_poisoning	1,481	0.645	false	4	44	2f2d53268713a15b1afebc0e20262dc5d44e07b1b920d307ab688aa119425b12	android	blocked	rate_limit	true	0.92
DEF2025_00003688	1,766,584,600,998	11.76.13.8	clean	curl/8.1.2	cb866f1a4331c0c450d59476dc05bc3eea686caa38e3db9963d5470c959a8ce9	grok-3	exfiltration	jailbreak_attempt	2,616	0.247	true	3	27	21186463473c5ab2875b1131b6affb43ae7c42bedc69dc37d9853a3884b42daf	macos	blocked	rate_limit	true	0.94
DEF2025_00003689	1,766,543,440,314	174.89.75.216	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	c015d37326ef712f50e795263cabb32d1860c196d4e47c5cbadc6a2275ac69f9	grok-4	discovery	jailbreak_attempt	1,204	0.807	false	29	249	01bc9c290d286f34514503d6a4e29bd6cb8f703504aca125ec07e1831ccbaefc	linux	blocked	toxicity_classifier	true	0.93
DEF2025_00003690	1,766,541,040,311	10.137.109.154	clean	Python-requests/2.31	4b9a0829b4da6c7e781dfb9f75b9779e6a89829bee94142960dde0d2ab207840	grok-3	initial_access	benign_query	659	0.22	false	4	49	bd867f785021f1ce2eab2755fc51c3ea63a463bb8d53f195fca834e484ec0b5f	linux	allowed	rate_limit	false	1
DEF2025_00003691	1,766,587,000,956	120.95.208.28	clean	Python-requests/2.31	304a2bf90d6687b0bd82d8cbe1d820c3296b6d290f4b40536b40ba0af0b1225c	llama-3	execution	benign_query	4,057	0.436	false	1	35	bb1d43175c783ca8f187b3d39b0a6606c70de6ee5a6a1aef3e4948430726cad5	macos	allowed	jailbreak_detector	false	1
DEF2025_00003692	1,766,592,160,383	111.62.124.81	clean	Python-requests/2.31	2bb40007fb3087ff11fa0e6cc99b9cdbcf1773b4965d7c7ccf6547b3439e5bcc	llama-3	impact	benign_query	3,116	0.247	false	2	24	ba638cf40d3bdc0fa7049df781eccf789f6213d6578a29016df6b845a2a6ef78	ios	allowed	toxicity_classifier	false	1
DEF2025_00003693	1,766,585,320,238	17.233.183.134	clean	curl/8.1.2	1bde7d9ed8cd34587f5b2c11fc42960038cb9deec23e76e2b5eac9302c1284f1	llama-3	defense_evasion	membership_inference	1,916	0.704	true	3	10	ea7d281c65c0b3165a749b81bdbf53e4b25951ed944b73b8f86ee6066e0416cc	ios	blocked	jailbreak_detector	true	0.91
DEF2025_00003694	1,766,520,340,749	50.63.183.242	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	ba849c29e67c19f13e695bd5bdbe2385e2dbe029ae89e2f8ff695f8efddd00f8	gemini-1.5	collection	backdoor_trigger	1,186	0.779	true	15	266	625acbee55b4ec04f9881674514b4e864ff142388648f0cf0fc43f815f941da1	windows	blocked	jailbreak_detector	true	0.91
DEF2025_00003695	1,766,584,300,483	187.184.10.236	clean	Python-requests/2.31	ee0eb3517b99d6f4069da39955aff6169d504a2b13a88dc975e8a412ba8e8bff	gemini-1.5	credential_access	model_inversion	2,948	0.525	true	1	21	fcd98233f501c1daeef8564ec26e31ea9f33f5d21e8643289912850c2fd7cf88	macos	blocked	rate_limit	true	0.9
DEF2025_00003696	1,766,531,260,210	167.91.122.99	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	f53ef706da37dc0e6587e5db5e10eef69bbc77a6ddb35b748ce539b6a53894d6	grok-3	initial_access	jailbreak_attempt	780	0.535	false	20	145	077d01f1dc0784e4c477632628d9c4dd90843828bdd0898af61e8b269a2d3f82	macos	blocked	content_filter	true	0.88
DEF2025_00003697	1,766,558,200,715	177.129.101.235	clean	Python-requests/2.31	c510c994a39e9a4edccb9e9d27fecafb45310f417c304b5b11c54336dbb75943	llama-3	defense_evasion	benign_query	3,013	0.941	false	5	37	382a3a74175c605c62d7079ddc7b4b1c93805c917452ade19f4b3b183c19d78e	ios	allowed	jailbreak_detector	false	1
DEF2025_00003698	1,766,523,100,333	196.69.11.109	clean	Python-requests/2.31	af98e2de354a915f82e33effb58c221b131fd2f4416ce110b3fc6f98ae3c05cb	claude-3	collection	benign_query	2,964	0.736	false	1	21	c7f13342a254508c11610b36d15fc8e829b0dde0f886a1722ec9f652eb8db308	android	allowed	rate_limit	false	1
DEF2025_00003699	1,766,585,320,636	6.22.78.143	clean	Python-requests/2.31	de2c95631cbd5800c677e2b2f18b2bfcb57c2a80e4cbd0e37e902c160ed958ba	grok-3	reconnaissance	benign_query	1,777	0.857	false	2	23	3f3184b87638078b8be79da1ba77ca01aadd8d046397bb2ec5af9b7d9744057a	android	allowed	content_filter	false	1

DEF2025_00003600

1,766,541,940,879

4.213.182.105

clean

PostmanRuntime/7.32

86dc7e94f342fcb3749b2374ffac007c9e45d65d526ec988bb4dba48c8daedc6

llama-3

credential_access

benign_query

2,049

0.421

false

3

30

1052c8bcdd1e2ed6ff21ab9f1e110d1d7509a96289cfa476967ea3aedb69314d

windows

allowed

jailbreak_detector

false

1

DEF2025_00003601

1,766,546,380,001

71.57.73.176

clean

curl/8.1.2

5de482642ab131d6800dd1e7f0d3942cb6aefee2295c7407cade7ae7b4b769ae

gemini-1.5

persistence

data_poisoning

2,117

0.216

true

3

38

a9e295993627c34ae15e75767c6cbc0307364aca6356ebc1c84ec96ba36836e2

macos

allowed

content_filter

true

0.99

DEF2025_00003602

1,766,546,980,881

48.179.54.242

clean

PostmanRuntime/7.32

f5ccd6dc8a45aeac2456f262b0a5d8c23b262432b7d711ab6b4cc18482f44556

grok-4

impact

prompt_injection

3,526

0.135

true

3

26

b7e9876f7cda9c48e87c8c7405f2e9cfa8df54b059e55e3b86e9dc669e8f511f

ios

blocked

jailbreak_detector

true

0.91

DEF2025_00003603

1,766,530,959,987

215.174.110.205

clean

curl/8.1.2

7cea3879a07d6ced10f0d87424f223cc6115f7a9b4d6568f024be7754fe5d31c

grok-3

credential_access

benign_query

1,619

0.406

false

3

28

18357e985721135b5b14e34a4f71359d6fb73fe81e72d34b524d1eebd5520125

macos

allowed

toxicity_classifier

false

1

DEF2025_00003604

1,766,534,920,880

46.3.22.238

clean

Python-requests/2.31

ea2cbc9d7cc6148aba3d2a3e1ea221be97bbd2bfc7b607c99c2e3346cf2367f4

llama-3

execution

benign_query

751

0.704

false

2

11

0ec3ff8fc83e9e0ae83a43d6a6fb5c8defd25026cae000dc14d6907f6f9cffaa

macos

allowed

jailbreak_detector

false

1

DEF2025_00003605

1,766,581,360,517

184.101.188.72

clean

Python-requests/2.31

491151bf7e6e0d12fef8c0def0c513a584a8528e40cd57cc35758d16bb0d7e4e

grok-4

lateral_movement

prompt_injection

3,751

0.33

false

3

39

5a65912890d6d89d6fb775ee80a8c914692b097e76917bb4c97856c5de452382

linux

blocked

jailbreak_detector

true

0.88

DEF2025_00003606

1,766,529,879,960

15.77.162.38

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

a9f5761ccd3b8dcbccfb68ecf391fca969a971d7f3df3c7a2db4e93f002bbeb4

grok-3

execution

backdoor_trigger

1,879

0.855

false

12

352

4fb289920626713a4710bc8260854c2b8cc63ea5081578de89948f872a626034

linux

blocked

rate_limit

true

0.97

DEF2025_00003607

1,766,589,220,113

87.76.141.131

clean

Python-requests/2.31

444da6a18547e14f0f8097777fa6b02c71b166ccb25fc7c6be3bcf7c0765adec

grok-3

collection

benign_query

1,021

0.371

false

2

38

87392b7863691362b5700d344443138a7109d276f93e8eecbe8ae47bcac786a6

android

allowed

content_filter

false

1

DEF2025_00003608

1,766,534,440,906

179.6.149.214

clean

PostmanRuntime/7.32

7be3cf64db2c3c3df70c3fab13a65e43782ea08d2a3d07407e07bcae64821179

gemini-1.5

initial_access

backdoor_trigger

909

0.772

true

3

26

99025de29159be093c611d6afaf466ef8c59506f24ed95565c358f4be40786eb

windows

blocked

rate_limit

true

0.87

DEF2025_00003609

1,766,553,100,192

118.101.160.249

clean

curl/8.1.2

7c76db8e3831eb0eeafeae9ffe3ed1016eac5f6cf46d5f67bda19adbd3ec7c0a

claude-3

execution

benign_query

1,372

0.347

false

1

22

0a0f2c6d844ebe82a4b3f35373b3089e6995ec0cd3bd9a5c75dbfa13029e4207

android

allowed

rate_limit

false

1

DEF2025_00003610

1,766,563,600,877

48.34.163.132

clean

PostmanRuntime/7.32

ecf492e9ad749384fda425afafa5e32d4f037a73e62c1a9c1a7e94607e3bca67

gemini-1.5

initial_access

benign_query

981

0.656

false

1

33

8abca2041e2206758c751b7ef2ec5e062cd3c38f2a94c0951cfa1116eb2db298

macos

allowed

jailbreak_detector

false

1

DEF2025_00003611

1,766,600,920,875

168.106.59.130

clean

curl/8.1.2

53a9a653bab47ae87fe431e146cb364ce3f1741b578d48e7d2851f55e9e5b4c3

grok-4

execution

benign_query

1,660

0.899

false

5

39

4a859503064208cfd2d707a4b30cb5ba91d39aeefa497ec6455941d84243780e

ios

allowed

toxicity_classifier

false

1

DEF2025_00003612

1,766,553,220,870

209.84.176.77

clean

curl/8.1.2

52eeef974c254bee1d241c0239435bee8b0cb178f2ad5820eb245236625a7722

grok-4

reconnaissance

benign_query

3,539

0.712

false

5

42

6d20fa700fdf00fc9df630a7953282b5013f835dd67da94791d3cf6ab75233da

macos

allowed

toxicity_classifier

false

1

DEF2025_00003613

1,766,577,880,126

52.174.59.56

clean

PostmanRuntime/7.32

e7b37aaee00338bdcba879c5571cb0521fd149725d9e77eee4c46ddb12c270c8

claude-3

credential_access

benign_query

606

0.754

false

1

20

60e2680a8ca24e54a66cf37349f24c40bfa2db34b1aa129f29cb85f51b143a59

macos

allowed

content_filter

false

1

DEF2025_00003614

1,766,560,120,666

62.49.180.183

clean

PostmanRuntime/7.32

5171d6e32d1a602dea0f13d09b5583c735856ff8db9ef5cd3401818fd4a5c64d

llama-3

credential_access

backdoor_trigger

2,456

0.563

true

4

30

6aea59df1c3c1ac98a350917c60be2897bd5fd66c665dd1c3703ae5a0d35c669

android

blocked

toxicity_classifier

true

0.94

DEF2025_00003615

1,766,555,140,207

98.125.149.67

clean

curl/8.1.2

df063c0c4c44710cc2e4ccc693aeed92070baa4ac9f91c48d4bd1a4104ae3924

claude-3

discovery

benign_query

1,475

0.18

false

2

11

5a305f00b46d055e80562aff05d7f0cc3015a1eba4c8117c08531a8dea4ac60c

linux

allowed

rate_limit

false

1

DEF2025_00003616

1,766,599,540,139

75.205.7.63

clean

PostmanRuntime/7.32

bae1cdb2212af0c526cd5f68cf10db731df83774e9342736347c0ba07237d5dd

grok-4

initial_access

benign_query

850

0.772

false

2

45

d82abe7cab9c44da87a7cec78c68e5fb46069fd07ef9980e2d58d28f8b491134

macos

allowed

jailbreak_detector

false

1

DEF2025_00003617

1,766,579,920,944

128.49.214.213

clean

PostmanRuntime/7.32

4cacd5b4e1126a9f0a44e50fe7362cb30bc42adb7d8b6fd373575fda82967e8d

grok-3

exfiltration

data_poisoning

3,157

0.357

true

5

12

d351c15157c70f0bb14af0dad9d7cc456932c4103dde854253d8fd37d8197188

windows

blocked

jailbreak_detector

true

0.89

DEF2025_00003618

1,766,569,060,694

83.234.214.87

clean

Python-requests/2.31

5a6831c3fb701c67731eacaf62a50d08c928df69b34bb276c98e735fc3855504

grok-4

exfiltration

jailbreak_attempt

4,022

0.183

true

3

45

26708dc5af98336ff3a0f419d9773eb41937342f33413b366fbe79b675239240

android

allowed

rate_limit

true

0.91

DEF2025_00003619

1,766,530,540,063

5.43.239.105

clean

PostmanRuntime/7.32

769b7a1847773ab45613be850f4df6788ac3b8d28ca1d63eadc0ca8df86c5a89

llama-3

credential_access

membership_inference

1,319

0.269

true

4

29

d7634375f3f81b69e1cd64acf6959003d6d18d58ca401c1f37864716a7d080ba

macos

blocked

rate_limit

true

0.9

DEF2025_00003620

1,766,551,660,388

46.103.50.42

clean

PostmanRuntime/7.32

c3c63c8eadc7194656ae8daf14670e5f0e3c02e7f7ab7e213b6a01747f7b1f57

llama-3

discovery

benign_query

742

0.016

false

1

11

025a14651a3e390093cf4977c4d0bccc237631be62b84d1a561a41ea5a0f5408

android

allowed

content_filter

false

1

DEF2025_00003621

1,766,571,940,086

55.83.121.210

clean

Python-requests/2.31

ab3a81b368f8ee875163f730ee9626507bbc1a12003046418885f70245939405

claude-3

lateral_movement

benign_query

3,166

0.575

false

1

41

0f84ce9eec0314bb00ffd84c2927a02fb26b1c37c8a26ed049eb40a3af530b89

ios

allowed

content_filter

false

1

DEF2025_00003622

1,766,586,940,528

75.25.63.204

clean

Python-requests/2.31

439ef9794d100dca00f5100b9a31b2446ef9929c6a8b7a4a02c1ce62110effe9

grok-3

credential_access

benign_query

635

0.977

false

5

22

8638b1bc6e8fcdd0bbb0aeb99cfe301e40e449d2ea392f99a6c4217209baf4c7

linux

allowed

jailbreak_detector

false

1

DEF2025_00003623

1,766,603,620,354

203.196.202.178

clean

PostmanRuntime/7.32

181a0b0d4e4522daaad71e78ec2575eec0f8a5d3efde02694ffbb5272a98d4fe

grok-3

impact

benign_query

1,831

0.193

false

3

46

dcdddf470b0f1f27f635364a4b8f71ae2a4b18e6c5bc13ed221c2515072004e1

linux

allowed

jailbreak_detector

false

1

DEF2025_00003624

1,766,591,800,635

186.32.13.53

clean

PostmanRuntime/7.32

fd72891f53c92d91676d5662fe3ed52e83f76f07bcd288fd09f83e2ff86a03ec

claude-3

impact

benign_query

3,628

0.542

false

2

28

fa15e5d970662fb0c950e9969f35b88b95b04449040f28882ec43a0ef0b9532f

linux

allowed

toxicity_classifier

false

1

DEF2025_00003625

1,766,551,960,100

105.149.40.171

clean

PostmanRuntime/7.32

31a30c6ba5f67a5d1eed0c7e8d2b90145bfde21b5b10a8d70737677b53c82d35

grok-3

execution

benign_query

4,028

0.402

false

1

39

90414de1fa208e1a442a341cdb2067faf05bda3ba4ae93b3a6b301835e4c793f

ios

allowed

rate_limit

false

1

DEF2025_00003626

1,766,592,160,053

36.159.169.205

clean

curl/8.1.2

2a014cfcf44f86d3dce0fa50d1c6684b4cff1fee91bb93a6bb18397605447618

grok-4

persistence

benign_query

1,260

0.254

false

3

11

5e7b5ea1570bf30b8e6fd5aa747dd39bf95d31c0680d78d2a42a9782bca94c54

linux

allowed

jailbreak_detector

false

1

DEF2025_00003627

1,766,535,280,162

136.149.59.230

clean

PostmanRuntime/7.32

99be70bdf212c59f5731b8dfab7e9f1aa1b913e73f86778a3c819f8c7dc16686

gemini-1.5

discovery

prompt_injection

945

0.292

true

2

24

9aceb86c4b408d0beaded999c907bc0b64e27134250b1cffeae673e1a74706d4

macos

blocked

content_filter

true

0.98

DEF2025_00003628

1,766,519,800,453

218.119.96.179

clean

Python-requests/2.31

e7c4ea13361ecbf63f2846822692bd78270b8531b6ca0bceb7b127a2420a6bc5

gemini-1.5

persistence

benign_query

1,166

0.176

false

3

20

0b92b66fddbffa17b0cf850ec3f848215b48efb9b692126a2083ff13ac9e3450

windows

allowed

toxicity_classifier

false

1

DEF2025_00003629

1,766,557,180,969

55.207.113.103

clean

curl/8.1.2

2a06b59e9edebe4cea4a56aa2eb5995620abae478e70c0237ede358ace2a0e06

claude-3

exfiltration

benign_query

3,268

0.189

false

3

17

60bb84f720fc065fea776e5336e50edd031b34bcd01ac2fe8c2011255b318559

windows

allowed

rate_limit

false

1

DEF2025_00003630

1,766,585,500,385

47.94.3.76

clean

curl/8.1.2

2b6d4c6d6ede24d2efabb8ef8e49048dc1e6a2f0c6b78b0bb31a16dfb3dc3c3d

llama-3

credential_access

model_inversion

3,315

0.523

true

4

21

fbe2c7bd7b55509671877b64cbb05392b7b8bcd9f592b19b011c01dc405140dc

android

blocked

jailbreak_detector

true

0.93

DEF2025_00003631

1,766,539,840,861

59.255.223.214

clean

PostmanRuntime/7.32

2ab74e64a1371ff40e8364acbf2fb580cb533f54a1ce629eabc2799cdddb0c63

llama-3

defense_evasion

membership_inference

2,647

0.228

false

5

45

5cb79955c6c9d08b979051e91d1f2e00bed5c18e69142740496f4dc05c542b6c

macos

blocked

rate_limit

true

0.85

DEF2025_00003632

1,766,558,980,924

16.29.248.75

clean

curl/8.1.2

d24745d904d80f61f2e9b202b012f503593c1196c4d1cf0b7539a25b784bd60d

llama-3

impact

backdoor_trigger

3,712

0.873

false

3

40

a2956392c00384d6d08a138eebc8506ef63916303d76a157abeb1af28420dcbd

macos

blocked

jailbreak_detector

true

0.91

DEF2025_00003633

1,766,565,760,638

163.47.120.226

clean

PostmanRuntime/7.32

9474ad17e781e207fd0b6320e8f105e6e103e4b9ef30ae04b2fc5e8fcc34ec00

grok-3

impact

benign_query

2,603

0.219

false

3

19

b25e180289510b3eded419e6c7d7e0053079802b4e1f90ec5180d8ba8671e08c

linux

allowed

content_filter

false

1

DEF2025_00003634

1,766,569,780,174

7.185.208.96

clean

Python-requests/2.31

878fa8decec064f0d20505da1d12f7f1a4934633a27967020b844fd717d9adbb

claude-3

defense_evasion

benign_query

4,030

0.351

false

4

16

a801f23c47c5a0b25dd323a22eca50cd942a0d719895144b68807952f7336068

windows

allowed

content_filter

false

1

DEF2025_00003635

1,766,528,680,564

80.107.202.98

clean

PostmanRuntime/7.32

50f37e3a388f876bb32dbb724a67e76cf6fb876ccddf6fbbb63af8da62f4866c

grok-3

discovery

benign_query

3,376

0.592

false

2

20

b569a011990ef5b1d47bdcf7bbc5fb0b72726364a4cad3fa2566cbe832234cb0

macos

allowed

content_filter

false

1

DEF2025_00003636

1,766,526,280,732

112.231.229.53

clean

Python-requests/2.31

af007911c250235584569488836f2d30120b117753c303ea71d2afb04ca709c7

grok-3

persistence

benign_query

1,428

0.736

false

2

45

88d17c4015fe6a6ad92d2b33cda45f96e84382844d16d932211b9e8488971cb5

android

allowed

toxicity_classifier

false

1

DEF2025_00003637

1,766,544,700,196

129.38.116.158

clean

PostmanRuntime/7.32

9a288a3975a9da2ad4a8a7c489d63035709e1b0c59b63246c50dbfa0abcd0aa5

gemini-1.5

execution

benign_query

2,469

0.314

false

5

33

11b8b12adb97f48b3afcef3c681d0c8ef26965630d2e5b44984a31223528c596

linux

allowed

toxicity_classifier

false

1

DEF2025_00003638

1,766,578,120,327

8.2.208.32

clean

Python-requests/2.31

55fa9079af5fb64557d683d0958d1a42d8c88b00c74c6cba8627fe52a6fa8ba2

claude-3

initial_access

benign_query

2,478

0.305

false

3

25

7e8e6f4c2f7497e6e39003b83cb3827201d45cf78c37d7ced04fb0f1baeb3651

android

allowed

content_filter

false

1

DEF2025_00003639

1,766,563,840,335

180.128.222.154

clean

Python-requests/2.31

f95a139fe2189e7258c1d2ed443ba6aa4e7339d75cde439c6ebcc0564d0799b7

grok-3

execution

benign_query

3,768

0.183

false

5

18

75b476af639d2a81849fa2e0706d1dfc700e0f67fc25c7cd47b36e386becee4a

windows

allowed

jailbreak_detector

false

1

DEF2025_00003640

1,766,533,660,469

130.44.225.206

clean

curl/8.1.2

1d33a587e278836216a38271d7ebcb1bf484fd3f6eb474b9310b697c6e407930

llama-3

impact

benign_query

2,261

0.841

false

2

50

707fffac915ccef8e6f0ffe2c411a4f3be2680a7cb7be938d5f23de3dc4a6c76

linux

allowed

toxicity_classifier

false

1

DEF2025_00003641

1,766,524,180,806

149.23.251.58

clean

curl/8.1.2

acb6850042030ccf8515d7e24ce6ccf9f1e1c4508ef23b81c66b6e0ef8d8597c

llama-3

execution

benign_query

3,486

0.777

false

2

34

d468410eaaedf2133beddcfe51ad03637a5374436f604ecc5e58efa7d3160dc0

android

allowed

rate_limit

false

1

DEF2025_00003642

1,766,555,860,565

155.255.114.50

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

71ae682c53f241147ae09ae588dc9fd2a24471efd0789a8bcf0921c4ea05d2e8

grok-3

defense_evasion

data_poisoning

1,596

0.343

false

7

274

0d3f63d0f7d743143ca69c6c33ea187ca69802c636b72875f64b766ade6377ba

windows

blocked

jailbreak_detector

true

0.95

DEF2025_00003643

1,766,568,580,409

69.9.83.214

clean

Python-requests/2.31

7047fa9c124d2502dba69af01b9a3a87dd37a3838aa0d0697569238c700fe6a7

grok-4

execution

prompt_injection

3,108

0.515

true

1

36

55ef49415d2b1bc8d4b1d3cf78bb9323cb65592f416592abcb913879b99875aa

android

allowed

rate_limit

true

0.97

DEF2025_00003644

1,766,540,920,752

111.103.123.196

clean

curl/8.1.2

d2f0ad158b11892987f57e537c0c6bdddc55d6e10614d0f5d8a8ad9b4eb86a64

llama-3

persistence

prompt_injection

2,270

0.052

true

4

34

53da3837b32536c13ed8aeabd7af278f351bf11c0948d46a2f6382799c21cb26

macos

blocked

toxicity_classifier

true

0.94

DEF2025_00003645

1,766,540,740,070

89.125.82.16

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

983531c5da7c83662642028ba7390da8799155ce155a00008d0a4fa3769f5a0a

gemini-1.5

exfiltration

adversarial_example

3,308

0.601

true

16

243

808a73fd58a8292920248c1930e1b9283ffd8418ac333f9c3fa442fd7a17cc13

ios

blocked

toxicity_classifier

true

0.93

DEF2025_00003646

1,766,527,000,665

109.218.150.7

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

3c91cd61651359d1a942c6beed757628d97f99e27a6b70cab954953694569d2a

grok-4

exfiltration

adversarial_example

1,706

0.483

true

18

70

7c02f1532a2f20ead84970e3ac0c6a25ce4f1f3a754473546d86a6c1913adece

android

allowed

jailbreak_detector

true

0.94

DEF2025_00003647

1,766,539,180,092

39.103.141.27

clean

PostmanRuntime/7.32

537c951f3ca11093dae73598ac4632db0ccc5891d49b01feff59943aa5f4fea1

claude-3

collection

benign_query

2,911

0.334

false

2

10

bbc24bfd1d53ad1df41a397a989591aa168b36217d389701a24a962d37f51821

macos

allowed

content_filter

false

1

DEF2025_00003648

1,766,522,200,152

115.233.80.151

clean

Python-requests/2.31

4d9e08ba58d97499a6dc9de126e811c730f8558aa2084347ffbcca7e75aeeca0

grok-4

collection

membership_inference

510

0.059

false

1

41

152708575bbc3c890ce56dc180dcdc7164104c32c6930f3765d21cf4e0f10c3b

macos

allowed

rate_limit

true

0.95

DEF2025_00003649

1,766,601,040,280

71.246.138.97

clean

Python-requests/2.31

dc1967466ea3dd907e543587e279728902f31a2a99fc15ce47b618976ffa3b18

llama-3

impact

membership_inference

603

0.763

true

3

17

b42057e22d5a24e5d317b6d82471d001d4d78f3ff12a9c685f24415a709375ec

linux

blocked

toxicity_classifier

true

0.94

DEF2025_00003650

1,766,572,000,779

13.33.132.22

clean

PostmanRuntime/7.32

3c74aa1c60a7dbbdd41349bdf2436b7e90a2e0bba39aeafb3212b1bfa193799f

llama-3

execution

adversarial_example

4,093

0.951

true

4

49

9d739fdfd0894d232b468f4cc6727473904603c531c633b7d9bcf3ec2cf710df

android

blocked

rate_limit

true

0.86

DEF2025_00003651

1,766,566,000,335

93.143.72.105

clean

curl/8.1.2

7e0e7c7c0ef45753f1eb41b6922c688f61c59a9bf826f81fab097648d9c7985e

claude-3

lateral_movement

benign_query

2,963

0.186

false

3

32

7a4ecdf67e08b21326e0858d18ca94e73abef1b42f05e67faaf7a521fbaaaacd

windows

allowed

toxicity_classifier

false

1

DEF2025_00003652

1,766,573,200,982

193.211.176.89

clean

Python-requests/2.31

a06e430500ac2952fe747bd0df8664f3a8f9d2f0b1ffc354b9937b6b7933a5e3

claude-3

initial_access

adversarial_example

4,065

0.867

false

3

34

61fa676cc59eb74be274556e2b3e4e4f5ab482ebbff0c2e27ec6dc1a6c276034

windows

blocked

content_filter

true

0.87

DEF2025_00003653

1,766,564,920,244

127.164.63.96

clean

Python-requests/2.31

07187e7189112b93a56497d7f6897f7c55e0a9b102c9f7eb122b4a9ae8d836d2

llama-3

execution

benign_query

3,265

0.416

false

1

13

3434a60bef633cf9cdb4aa7a11956c4464b8b5ddfacbe940c1bb5d2b202168ea

linux

allowed

rate_limit

false

1

DEF2025_00003654

1,766,562,100,334

141.145.88.27

clean

curl/8.1.2

978c1515d02f32dcf58614e222535e24046e3068a40b57c8f74be565af42b124

claude-3

impact

data_poisoning

3,960

0.636

true

2

12

4b538919b3eafd9e5702688b47a65afe8a823346e547e08a80921d9e03c06dcb

linux

blocked

toxicity_classifier

true

0.95

DEF2025_00003655

1,766,596,420,790

154.76.79.1

clean

PostmanRuntime/7.32

073640f5c60a0d49da5bf2d4b39a7b629f038cd6016cedc2512e01fa6623d630

llama-3

initial_access

data_poisoning

737

0.76

true

5

40

4f19d6e000e60e6a8ea3087e95188357e14965f1c1cc6d60fe3a2e226d5dea53

windows

blocked

toxicity_classifier

true

0.86

DEF2025_00003656

1,766,577,100,809

25.202.207.165

clean

curl/8.1.2

6bfba7cb242d842e6f842389830ba1d19cd335879a1ca90966bbf31f82871f70

grok-4

initial_access

benign_query

2,175

0.13

false

5

34

a7b3ed5b3715cd044430ebaa8fcf5c772b5e4bb0c3844da9ffdfa8474c8e4efe

ios

allowed

content_filter

false

1

DEF2025_00003657

1,766,542,840,986

128.38.90.220

clean

Python-requests/2.31

72c231b4351f7edfef0d41c9eaede09a53126148733f69ca70a71ada72497865

llama-3

persistence

benign_query

2,206

0.822

false

2

37

486e44405329ebfb48814a141eb2bda34bb7901a14145bafb71427190e4f378b

macos

allowed

jailbreak_detector

false

1

DEF2025_00003658

1,766,540,980,126

205.15.144.89

clean

Python-requests/2.31

105e174b83b5e75c49b37b2bba75388563436d2d39a13bc6c126c98e0b330f22

llama-3

lateral_movement

data_poisoning

2,323

0.681

true

2

40

0145e67123e4e034d872ce75fe466bdc844a5998b484d66e4abd419decfc729a

windows

blocked

rate_limit

true

0.91

DEF2025_00003659

1,766,560,660,554

91.83.141.105

clean

Python-requests/2.31

7ae8b2596e1ad4a14cc56e0765f822e0c5730f8c6021c25c70a7d2ed93889cb6

grok-4

impact

benign_query

2,280

0.267

false

4

47

02854c17fc3fcd0d090f772a7507ae02f06d78d9694cccd83872fd1ed08c126a

windows

allowed

toxicity_classifier

false

1

DEF2025_00003660

1,766,527,960,667

112.132.8.148

clean

Python-requests/2.31

bf5aca337d759d7b3ee9f17f81a880b9616a63b7948f3de62b85bec9def635fa

grok-4

lateral_movement

benign_query

3,389

0.949

false

1

46

e52a8d7dea7a2d6a10219a2f9779b8bf49e8cf7dd5846bd130588ce6327bac6f

android

allowed

toxicity_classifier

false

1

DEF2025_00003661

1,766,522,680,453

59.4.171.114

clean

curl/8.1.2

ae7a482eebdccfba80ef116bb706233fc540e17ef55d2223179e72556c329363

gemini-1.5

credential_access

benign_query

741

0.361

false

2

33

5a4173007fbee72f91cb1dec800b925b5d6a0290304ab1232e63904ba8724913

macos

allowed

toxicity_classifier

false

1

DEF2025_00003662

1,766,550,580,457

15.5.199.223

clean

Python-requests/2.31

3f54598ad441f1d8e4bbfe215b0e60d118ca73b4a204ba20a5a3262adcef1730

claude-3

discovery

benign_query

621

0.23

false

4

48

c3335368120e2531346a16a861a700ad08f378416956e7b3f33caa25d126640e

ios

allowed

toxicity_classifier

false

1

DEF2025_00003663

1,766,534,561,079

88.41.238.17

clean

PostmanRuntime/7.32

ef6996ecd88d991885b45046074dc9f041a3ad567c1f6927406b200d578ec4e7

gemini-1.5

initial_access

benign_query

3,402

0.111

false

2

40

812500eefb0a4cb14b3b32ae33ec01605b9375558b1388c0b4a0ac4768a8ed3e

ios

allowed

content_filter

false

1

DEF2025_00003664

1,766,568,700,455

138.154.226.157

clean

Python-requests/2.31

1d555b557185a5eaa3152ec7df884f221afb4afeffb43f8aad9cb824ca138d3e

gemini-1.5

credential_access

benign_query

3,784

0.224

false

1

17

b8589183cedd544589b8c31bac48f8902dbe9e4b0964ef8c4c705f60ad864e15

linux

allowed

toxicity_classifier

false

1

DEF2025_00003665

1,766,540,260,168

144.103.194.206

clean

curl/8.1.2

a16c2e3aae2d0af6195cb706b5e5df0388459fe37ea48957bb2d09257a6cf94b

claude-3

reconnaissance

benign_query

3,645

0.711

false

5

19

82a6e0f99c7bf57897674bb241077cbaec4e3f64893082cccc77b90ec32313a4

linux

allowed

toxicity_classifier

false

1

DEF2025_00003666

1,766,588,860,735

212.21.238.233

clean

Python-requests/2.31

2ff5344a615eedf2d32774ea9417fc377ba68ae9ce1070e4a1afa99ebafecfd0

llama-3

reconnaissance

benign_query

2,689

0.549

false

4

39

c8a9699979e845fdff57b75613397113b4c888216a7443977161552339a00ea2

linux

allowed

content_filter

false

1

DEF2025_00003667

1,766,589,640,282

160.254.106.17

clean

Python-requests/2.31

4c3a14bdd36698881322e2d7e89a307d8423237b088669f8e27448e73f2b0f93

gemini-1.5

reconnaissance

backdoor_trigger

3,005

0.853

true

2

13

e05a84909282c139379c7b3fe8bbd0fdb1d47380d78ed27142f6bdf6730ddaed

linux

blocked

toxicity_classifier

true

0.9

DEF2025_00003668

1,766,588,740,667

73.154.200.64

clean

PostmanRuntime/7.32

e814b319331a256933cd7cf3fce686441e73407c4713b2600e76215ffe7e9d40

grok-4

execution

benign_query

1,549

0.074

false

5

34

fa815a082f3436e815cc62de5e790514bc9cab39a569c9ecb4f505fee12b3185

windows

allowed

content_filter

false

1

DEF2025_00003669

1,766,532,220,634

123.74.71.198

clean

PostmanRuntime/7.32

4fd91b6a53bfdb0319f4fbcf321dd449dbca568c85eb74ebe659137301792ee3

llama-3

impact

benign_query

674

0.84

false

2

38

61a88af18f91f15e8dfe74dee42b52586a2e457484431ea9841bcab4c55a8779

ios

allowed

jailbreak_detector

false

1

DEF2025_00003670

1,766,594,680,693

34.96.80.230

clean

PostmanRuntime/7.32

3f03f4adb1d0137697b642f8fe71095f91c0524e2a6a6950cb3756135089d54b

llama-3

initial_access

benign_query

2,751

0.971

false

5

43

65b6515da281a10cfe2c5ab77d584adfa782ab541c6ea8d5ff77c2a7da1082e1

ios

allowed

toxicity_classifier

false

1

DEF2025_00003671

1,766,545,900,438

48.9.253.35

clean

PostmanRuntime/7.32

c2845297e88d4707c1c1fe624becf05fbeea7e089f891f95978249442f1eb40b

llama-3

collection

benign_query

1,150

0.87

false

1

13

23779480b013386a0302098158d857da873c853c933be387a37ebbc73702980d

android

allowed

rate_limit

false

1

DEF2025_00003672

1,766,592,041,093

185.214.139.111

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

6833ae82f74d0ca4df0f893f9b6384f597fc235ddb1289cb54892778cefcfb9b

grok-3

defense_evasion

prompt_injection

3,925

0.234

true

21

281

d5fdbaffb106585db85157e4fcb1cb362eaaec4222e43b85136aa772e9369c03

ios

blocked

content_filter

true

0.89

DEF2025_00003673

1,766,593,240,470

132.223.232.236

clean

curl/8.1.2

de936cbaa9923f1127d3aa1eaa6f9474900f82237a1940747f20c1eacef3c832

llama-3

discovery

benign_query

570

0.133

false

2

23

3e3102a2f66e0bf9aea6d0eb62430b6e5ddb36a762f811ff50ae8f17bc44e986

android

allowed

content_filter

false

1

DEF2025_00003674

1,766,586,160,399

57.74.193.171

clean

PostmanRuntime/7.32

b1f760f60b420f3e0d8ca3d93c9793ec650fb8906a2ea9a7054dc82e8eb73951

claude-3

initial_access

benign_query

1,858

0.015

false

4

28

cab1f5afe9134835d40bd7a5637c400090bc9b180d29b172c7ae86d397a64fdc

linux

allowed

jailbreak_detector

false

1

DEF2025_00003675

1,766,574,280,888

200.53.53.81

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

cdc1d93b1866a163428811cbe629bd6a4922aed092a6ce2a2f27c9d7436a90fe

grok-3

credential_access

model_inversion

524

0.646

true

19

141

8773a007b053b5eb363abccd1bec5aa30b49f671392840cad92bb7ee450e4166

linux

blocked

jailbreak_detector

true

0.99

DEF2025_00003676

1,766,523,640,290

31.114.202.136

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

e59efd5ac4ceb3f82c400cede612912dba8b98cbd23b97c423cbf15f71be65c9

llama-3

defense_evasion

model_inversion

3,918

0.473

true

11

243

63b76206b705b474fb785e3a786b965281f8f76478100bc83786fc6d375b00a3

android

blocked

rate_limit

true

0.96

DEF2025_00003677

1,766,564,681,007

206.187.228.139

clean

Python-requests/2.31

4300cadc31e2518da65aa38d116f2d8179620ec278de9c3ead89d84d0eb0ee83

claude-3

credential_access

benign_query

3,883

0.649

false

5

19

60acae707b6eb999b8a678343c05c93abbcbe536cc4e329a76cd8495a2a0c54d

macos

allowed

rate_limit

false

1

DEF2025_00003678

1,766,535,220,934

115.14.18.236

clean

Python-requests/2.31

d0e0a65a67134f4b79818a4f7fc246842a915e78fb67d42775699f4c6fa0175d

grok-4

credential_access

jailbreak_attempt

2,986

0.714

true

4

19

c4372cbeb03ce939d31db140a144bbc54c512f33131dd10b5011c737a360c5b0

android

blocked

rate_limit

true

0.98

DEF2025_00003679

1,766,550,760,541

107.153.99.220

clean

curl/8.1.2

44967bb7509d0c5e536e5ada41441af00aa43f3b1c12987730f0e3dc50cdbd27

grok-4

persistence

benign_query

1,173

0.627

false

2

18

53d9aba3a4609a5bcc6da9cdff69a903f0f04629e3eecc83566e8e649d2a92a6

linux

allowed

toxicity_classifier

false

1

DEF2025_00003680

1,766,526,881,039

160.130.106.222

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

3543ba2321a976302f79c4e36f311cd62b4f734ea08bdb597c46579ac66efc39

llama-3

defense_evasion

prompt_injection

1,611

0.84

true

7

272

45715210ccd38e7815cc605e846b2edaef4c907c447a694b9c07705ef42182c0

windows

allowed

toxicity_classifier

true

0.87

DEF2025_00003681

1,766,518,241,101

67.1.17.168

clean

curl/8.1.2

4d7e264fb49420d283e4fbfb1214d60c4e9380e39a3ca6c87b7825665cac4674

llama-3

defense_evasion

benign_query

1,235

0.91

false

1

27

728f5f50f17928c794794aeb8840ec02f3308af490a3346eebd251b877553447

ios

allowed

rate_limit

false

1

DEF2025_00003682

1,766,603,261,003

132.93.14.34

clean

PostmanRuntime/7.32

a823524223a6a49effa0584ce3ec82678092e698869ecac2716d5b34c3a17582

grok-3

reconnaissance

benign_query

3,340

0.088

false

3

21

161b9ba1d563d2c0ad46df33a950569f72c79b318ebb6972135dce88decab7a2

ios

allowed

rate_limit

false

1

DEF2025_00003683

1,766,585,500,525

137.132.191.116

clean

curl/8.1.2

fa3d716077c3a6a0f8f23dd4d21798d5123c4628c14f1e1e4bd60aa940ee5709

llama-3

collection

benign_query

1,926

0.568

false

2

37

b00bbb1d5999f7902f01e90f240967e0de64b6951e1de1376ae2ffe0e747f208

macos

allowed

toxicity_classifier

false

1

DEF2025_00003684

1,766,549,920,429

53.226.176.249

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

4f713217d097982515daee35ce262a60a29085072efd976fb84f8842d7077ffd

claude-3

collection

jailbreak_attempt

2,910

0.443

true

22

370

8793ce529b6f714869c0b069be1102460ee4e757c8ca6204bba995425dcbf6d5

android

blocked

toxicity_classifier

true

0.9

DEF2025_00003685

1,766,578,120,911

60.150.245.28

clean

Python-requests/2.31

677be249f629de8c5626a6007ecab08edbce3494f39ea1a70b43dedd115fb8e4

gemini-1.5

defense_evasion

benign_query

2,385

0.376

false

3

19

1e767719eeed25d03a8cd7c5010b3b6391683b735e36fdeeece88ee3eda5fea0

linux

allowed

toxicity_classifier

false

1

DEF2025_00003686

1,766,584,540,631

197.68.11.170

clean

curl/8.1.2

23452eda6de7b7787ea9ccaa7dbc6869d4e0fe66a4317659b2351bb1b9ddd9c6

claude-3

credential_access

benign_query

3,265

0.481

false

5

22

701d770659c749403821c2f46c8a3714be25c991bef0ce52a0abdc677b72843a

ios

allowed

jailbreak_detector

false

1

DEF2025_00003687

1,766,556,040,507

19.140.64.160

clean

PostmanRuntime/7.32

bf287c1446504a507514b9fb97c347aaffb4497baec6d3cde2179f0f086454c7

grok-3

execution

data_poisoning

1,481

0.645

false

4

44

2f2d53268713a15b1afebc0e20262dc5d44e07b1b920d307ab688aa119425b12

android

blocked

rate_limit

true

0.92

DEF2025_00003688

1,766,584,600,998

11.76.13.8

clean

curl/8.1.2

cb866f1a4331c0c450d59476dc05bc3eea686caa38e3db9963d5470c959a8ce9

grok-3

exfiltration

jailbreak_attempt

2,616

0.247

true

3

27

21186463473c5ab2875b1131b6affb43ae7c42bedc69dc37d9853a3884b42daf

macos

blocked

rate_limit

true

0.94

DEF2025_00003689

1,766,543,440,314

174.89.75.216

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

c015d37326ef712f50e795263cabb32d1860c196d4e47c5cbadc6a2275ac69f9

grok-4

discovery

jailbreak_attempt

1,204

0.807

false

29

249

01bc9c290d286f34514503d6a4e29bd6cb8f703504aca125ec07e1831ccbaefc

linux

blocked

toxicity_classifier

true

0.93

DEF2025_00003690

1,766,541,040,311

10.137.109.154

clean

Python-requests/2.31

4b9a0829b4da6c7e781dfb9f75b9779e6a89829bee94142960dde0d2ab207840

grok-3

initial_access

benign_query

659

0.22

false

4

49

bd867f785021f1ce2eab2755fc51c3ea63a463bb8d53f195fca834e484ec0b5f

linux

allowed

rate_limit

false

1

DEF2025_00003691

1,766,587,000,956

120.95.208.28

clean

Python-requests/2.31

304a2bf90d6687b0bd82d8cbe1d820c3296b6d290f4b40536b40ba0af0b1225c

llama-3

execution

benign_query

4,057

0.436

false

1

35

bb1d43175c783ca8f187b3d39b0a6606c70de6ee5a6a1aef3e4948430726cad5

macos

allowed

jailbreak_detector

false

1

DEF2025_00003692

1,766,592,160,383

111.62.124.81

clean

Python-requests/2.31

2bb40007fb3087ff11fa0e6cc99b9cdbcf1773b4965d7c7ccf6547b3439e5bcc

llama-3

impact

benign_query

3,116

0.247

false

2

24

ba638cf40d3bdc0fa7049df781eccf789f6213d6578a29016df6b845a2a6ef78

ios

allowed

toxicity_classifier

false

1

DEF2025_00003693

1,766,585,320,238

17.233.183.134

clean

curl/8.1.2

1bde7d9ed8cd34587f5b2c11fc42960038cb9deec23e76e2b5eac9302c1284f1

llama-3

defense_evasion

membership_inference

1,916

0.704

true

3

10

ea7d281c65c0b3165a749b81bdbf53e4b25951ed944b73b8f86ee6066e0416cc

ios

blocked

jailbreak_detector

true

0.91

DEF2025_00003694

1,766,520,340,749

50.63.183.242

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

ba849c29e67c19f13e695bd5bdbe2385e2dbe029ae89e2f8ff695f8efddd00f8

gemini-1.5

collection

backdoor_trigger

1,186

0.779

true

15

266

625acbee55b4ec04f9881674514b4e864ff142388648f0cf0fc43f815f941da1

windows

blocked

jailbreak_detector

true

0.91

DEF2025_00003695

1,766,584,300,483

187.184.10.236

clean

Python-requests/2.31

ee0eb3517b99d6f4069da39955aff6169d504a2b13a88dc975e8a412ba8e8bff

gemini-1.5

credential_access

model_inversion

2,948

0.525

true

1

21

fcd98233f501c1daeef8564ec26e31ea9f33f5d21e8643289912850c2fd7cf88

macos

blocked

rate_limit

true

0.9

DEF2025_00003696

1,766,531,260,210

167.91.122.99

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

f53ef706da37dc0e6587e5db5e10eef69bbc77a6ddb35b748ce539b6a53894d6

grok-3

initial_access

jailbreak_attempt

780

0.535

false

20

145

077d01f1dc0784e4c477632628d9c4dd90843828bdd0898af61e8b269a2d3f82

macos

blocked

content_filter

true

0.88

DEF2025_00003697

1,766,558,200,715

177.129.101.235

clean

Python-requests/2.31

c510c994a39e9a4edccb9e9d27fecafb45310f417c304b5b11c54336dbb75943

llama-3

defense_evasion

benign_query

3,013

0.941

false

5

37

382a3a74175c605c62d7079ddc7b4b1c93805c917452ade19f4b3b183c19d78e

ios

allowed

jailbreak_detector

false

1

DEF2025_00003698

1,766,523,100,333

196.69.11.109

clean

Python-requests/2.31

af98e2de354a915f82e33effb58c221b131fd2f4416ce110b3fc6f98ae3c05cb

claude-3

collection

benign_query

2,964

0.736

false

1

21

c7f13342a254508c11610b36d15fc8e829b0dde0f886a1722ec9f652eb8db308

android

allowed

rate_limit

false

1

DEF2025_00003699

1,766,585,320,636

6.22.78.143

clean

Python-requests/2.31

de2c95631cbd5800c677e2b2f18b2bfcb57c2a80e4cbd0e37e902c160ed958ba

grok-3

reconnaissance

benign_query

1,777

0.857

false

2

23

3f3184b87638078b8be79da1ba77ca01aadd8d046397bb2ec5af9b7d9744057a

android

allowed

content_filter

false

1