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_00002000	1,766,538,095,674	139.86.16.231	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	fe7ebb1717a7ecef6ce8cb61b3f4bad9f8b3d040182cb484e66d6b7c06a9f204	llama-3	persistence	prompt_injection	2,844	0.6	true	7	201	ca2c20217e3fd10ead8cd79347af033e9d8637d41e748924a720703351bbc198	android	blocked	content_filter	true	0.96
DEF2025_00002001	1,766,557,655,700	177.236.2.88	clean	Python-requests/2.31	f43b518727d62ae4e89876bd57e2305afac35618d6d91adf6318472c37ba2d69	claude-3	defense_evasion	benign_query	3,567	0.79	false	4	46	7dd4134e33a362ec79bc7548a8b49e54d724076c66b5db89d6d3310786e00ea2	macos	allowed	toxicity_classifier	false	1
DEF2025_00002002	1,766,579,915,329	183.33.180.12	clean	curl/8.1.2	847f7b0ec9dcc9550992943daa1ca90737a60ddeeefbb80d365c017e39ff166f	llama-3	collection	benign_query	3,487	0.811	false	5	34	73622d634aaa4a664ee4e821645f4a9e764aed38552e4684126ff2537c9e4bef	linux	allowed	toxicity_classifier	false	1
DEF2025_00002003	1,766,525,975,802	157.172.83.40	clean	curl/8.1.2	9391e297ea71f989d4f6d3f86eb72fca31c0e416dd9280e104b0055469f8b820	grok-4	lateral_movement	benign_query	2,610	0.564	false	1	17	7ddf154ac63bce0f9efa9be515f397048abb01b6865257c6615e38b099e7750f	linux	allowed	content_filter	false	1
DEF2025_00002004	1,766,572,115,045	150.84.200.221	clean	curl/8.1.2	1e48b89fa9a1d76bf915258018346c0f3c6ab6ad7091c70871c51aa5835c6426	grok-3	credential_access	benign_query	2,835	0.8	false	2	26	e258ac435a0558aa36d935ee4aafb5e721ceda06bee2737e462180c4406800e4	windows	allowed	rate_limit	false	1
DEF2025_00002005	1,766,537,255,871	9.242.179.254	clean	PostmanRuntime/7.32	5eddf2b9521fa5c3944393241cd13726338c2441680f9b7cdcfe2fc13e0c4ef1	llama-3	execution	benign_query	1,012	0.508	false	4	29	39460f9871c0c8d54f84b8fccf4d0da3158f2aec844b724d38b8857a265b80aa	ios	allowed	jailbreak_detector	false	1
DEF2025_00002006	1,766,576,495,949	144.44.142.18	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	f594f49b6b026ec23f149a4174fc7df61e22e2e689305863c9aa3d987573c2b7	llama-3	reconnaissance	model_inversion	2,078	0.687	true	17	71	dc0012af8790031a37e6d43f74a41639a49c6ec88841f937a7d5bca6bf601a37	macos	blocked	rate_limit	true	0.96
DEF2025_00002007	1,766,530,715,375	194.31.188.63	clean	PostmanRuntime/7.32	625771658fc602b8b15257aac729cf7c338ab4e364b038a957ad47402b92fb87	grok-3	impact	prompt_injection	1,617	0.432	true	3	47	f4557f309892d2f915581cc0c807c723c3748d9c717ce2a75505e7e5a4eddf8d	ios	blocked	rate_limit	true	0.89
DEF2025_00002008	1,766,588,975,297	135.67.85.173	clean	curl/8.1.2	ba3da5251d9f3eaf1cea49a776560f2c777e68eb9f9df5fb7954e25a45fee4c3	claude-3	execution	benign_query	3,992	0.241	false	1	46	7dac158ff3c08d2c51e8cacf6158705ba2a1836d1d86b4c97017c2e5780a2cbd	macos	allowed	rate_limit	false	1
DEF2025_00002009	1,766,537,315,742	81.5.73.73	clean	curl/8.1.2	30c9b20e76fcee509f1979c669809a33e965f43786b6678f0cf0fffb52b88e22	claude-3	execution	benign_query	2,116	0.828	false	5	29	1fe95f91f51b0053a6d8c8fb7a3d3ab0dd9c8a9bd6aecc3164152aef3cfde551	android	allowed	toxicity_classifier	false	1
DEF2025_00002010	1,766,573,075,074	24.46.222.97	clean	curl/8.1.2	65958a8742fc6d49f2258a83c21f7d6ca242138f8711c1a0c0f3c37e5ac34624	grok-3	defense_evasion	benign_query	696	0.922	false	1	14	e2f77098bad50cec69cc243655a56c5e6835730fc4e89e115057bcb66fe2ce6f	ios	allowed	jailbreak_detector	false	1
DEF2025_00002011	1,766,545,355,939	143.44.230.92	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	5dd57c4df99d0c817d4b445cc256e95f945a6ecd5a2ac2d3a356d0fe8ad66ef9	llama-3	initial_access	prompt_injection	3,152	0.545	false	19	276	ba12230d25cd41419f99e21cd9fc19cddd33e04d3c1c585ba47808c76122a3f8	windows	allowed	toxicity_classifier	true	0.92
DEF2025_00002012	1,766,563,175,155	85.32.47.54	clean	Python-requests/2.31	033eb406b64030c692e8529646a6c96e8f736306873b563e572e57925dc205f0	claude-3	reconnaissance	benign_query	2,516	0.334	false	4	49	3a67b918a3a9f6b67bf323366b5a80db36a7d6d708b593522e1d969c7577a406	windows	allowed	toxicity_classifier	false	1
DEF2025_00002013	1,766,597,615,969	125.115.7.86	clean	Python-requests/2.31	aadd2777fb30ac8ce3a2943493562341856a486f4a4116d790cfa70df20242d5	grok-3	initial_access	benign_query	927	0.452	false	1	24	19b4a4235e63913706410d605a45ec1324b03fa70e9991c4ec5c59a9440b159a	android	allowed	jailbreak_detector	false	1
DEF2025_00002014	1,766,585,015,233	47.146.193.126	clean	PostmanRuntime/7.32	255f32bb0e431929ec202f455c1818c733fd6f51c43be922b4bd06f4c565b71c	gemini-1.5	execution	benign_query	2,054	0.547	false	3	48	4ab395a4f1c85d6d692a67eda6d6a49d10f4e1c8c4baff736ed27480da36352a	ios	allowed	rate_limit	false	1
DEF2025_00002015	1,766,592,875,499	19.205.213.138	clean	curl/8.1.2	137036fd173e14d893aeacaa51196ce58eba51415d7c0c8ebf8fde23cf434d6c	grok-3	defense_evasion	membership_inference	3,467	0.925	false	5	35	99af9f0f4201aeb14a654d775acd5cbc369e7adfdbe4e2ca2b5d12940284a62f	linux	blocked	toxicity_classifier	true	0.99
DEF2025_00002016	1,766,562,935,796	47.92.54.79	clean	Python-requests/2.31	3c12a023e17432eec784d6727b1f21969be71369c4bdeb10e3a2baed00b46783	gemini-1.5	exfiltration	benign_query	1,681	0.758	false	2	26	4d4a2f3b98ba6eb5e8c44717bff1a3031bf8b3bad41bff6863bb6f79521a82a5	windows	allowed	content_filter	false	1
DEF2025_00002017	1,766,554,476,031	109.151.172.110	clean	Python-requests/2.31	5ab54f87c494339c41143d7d56208168b695ffc2cd67fdbc4dd284b55dbd081e	claude-3	persistence	prompt_injection	501	0.336	true	1	49	41cec98c5677f558b4c3b7863376edc21a5632fdf3c4dc3b303d347643fbdf0c	windows	blocked	jailbreak_detector	true	0.87
DEF2025_00002018	1,766,595,575,388	217.13.93.96	clean	curl/8.1.2	e921c25e55699181692db0091344a7408f39755cd3c8f36d355a2c3e23bc3dce	grok-3	execution	prompt_injection	3,038	0.286	true	5	10	a226f495eed3c90964d24eb9150667d1c2f71a06266ce0e34fc377735bd77b6c	macos	blocked	toxicity_classifier	true	0.99
DEF2025_00002019	1,766,520,995,864	150.32.114.134	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	c28175f3920fdcde6d465068f645e7100ec5157b27c6d7f70ac94c7d5e8c7e54	grok-3	collection	model_inversion	3,492	0.718	true	20	70	31c116400bf668d2fea4054f5eeb5af239f1381e6df42f2d4182b915dc7227b2	macos	allowed	toxicity_classifier	true	0.96
DEF2025_00002020	1,766,563,115,549	152.121.79.184	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	272a6b538e46dd869e2738dfc8e18f265f439527caabdd9ffedcb23f5b2414d9	grok-3	collection	membership_inference	2,566	0.911	true	9	77	959f9c29f8f50549f837cb3b5616e6aabef224145252732e9c4407a845cc1535	windows	allowed	content_filter	true	0.9
DEF2025_00002021	1,766,539,475,672	136.23.114.90	clean	curl/8.1.2	2b7e0be7df8cddea377703a377bc0a5a4040f9007a013713670052f2fe9e02d6	gemini-1.5	exfiltration	benign_query	3,588	0.408	false	1	49	1faa2a3c5d96f74d680dd6265bf716b491c954e31efe8c4b0c3516d0b8f4fb1d	android	allowed	jailbreak_detector	false	1
DEF2025_00002022	1,766,582,435,684	102.109.234.55	clean	PostmanRuntime/7.32	d5ff29f4330623d65cdec679aa75d25b21f75318c9e0686366d88884760d5e53	claude-3	execution	benign_query	4,086	0.909	false	4	34	5f49108435b07857b81faa804e6a0cd840dbee4d577b85adcf1271d24bb5431e	ios	allowed	rate_limit	false	1
DEF2025_00002023	1,766,577,335,587	149.25.10.145	clean	curl/8.1.2	98729839ae912f83510932f5739ecd8e96e29131075c5e1074816608369788ae	grok-4	impact	benign_query	3,116	0.028	false	3	27	7cba3778055ef464137b1d78bd455c5d1557702226b4ee31a19cae7a7db44ce9	linux	allowed	content_filter	false	1
DEF2025_00002024	1,766,550,035,849	197.172.175.13	clean	curl/8.1.2	90f556e03575b588fa1060162cc4ad945b89155ac1a2f0a13f1b4e1b1e91be3b	grok-3	collection	model_inversion	3,306	0.627	true	3	39	b22a1cfe7b3ed12b89b8b69af78e02dd78b2d0b167e1911fcb8e27e2b42fb7da	ios	blocked	jailbreak_detector	true	0.91
DEF2025_00002025	1,766,563,355,093	189.241.12.246	clean	PostmanRuntime/7.32	0f5655064fb54eeca62b568ddfd22a97d1c0f972bd022f66dcc081be9d60c4e3	grok-3	credential_access	model_inversion	2,585	0.59	false	4	29	7f96f816eb2fe39be13025ecbd9d7874b7bfd9f5e5b1a3ed9b2c52afc564c001	linux	allowed	toxicity_classifier	true	0.91
DEF2025_00002026	1,766,545,775,730	165.38.152.75	clean	Python-requests/2.31	38af883da5a6bb793c1c06acd9d9d74c4cd5a0268345b336c92305bc875a1a28	grok-3	credential_access	benign_query	1,677	0.513	false	2	43	92da94e2c5afc1f1873c32b99156ac569b9583d995249d45baba243f55ef3217	android	allowed	toxicity_classifier	false	1
DEF2025_00002027	1,766,524,535,521	157.93.170.216	clean	Python-requests/2.31	7b766b2ebdbe4e97c86b0e1cf2382ec32527f1246842207da57334b7787d6402	grok-3	execution	benign_query	2,934	0.517	false	2	44	70e0d64f93d1080547770a502c56203459cad5b409b1f0d872bd6c08428e5093	windows	allowed	content_filter	false	1
DEF2025_00002028	1,766,581,355,619	119.152.28.147	clean	PostmanRuntime/7.32	ae8d95160110de287e9f4cff188861b842357cefdb1df839e9e4ff2f7025410f	gemini-1.5	initial_access	benign_query	930	0.81	false	5	28	f7c44e49f4cd3978f7ea75c84aaefcd20e041640835e7172764198da96fd3c36	android	allowed	toxicity_classifier	false	1
DEF2025_00002029	1,766,600,016,025	172.189.170.187	clean	Python-requests/2.31	4de4db956d42dd197f0ed5fe00a5d6ca422f98f5121d2e76bfaecb5d7794e466	gemini-1.5	execution	benign_query	4,016	0.839	false	1	30	f1b068ed986182ddcc689d0d93c36f222d0ce699a941d8436716d81a7694daaa	ios	allowed	toxicity_classifier	false	1
DEF2025_00002030	1,766,545,175,481	197.201.230.37	clean	curl/8.1.2	da9bcc3e5c03d8c2d836ab4d19526c63e5c152859ae97a122dab7c8846591d55	claude-3	defense_evasion	benign_query	2,022	0.234	false	4	40	77ab50cf7655ba0a1b12b52d8d8aab9ea2be7c52690598d7533d7cf1134e7391	ios	allowed	jailbreak_detector	false	1
DEF2025_00002031	1,766,536,835,255	113.76.166.27	clean	curl/8.1.2	51bed1af72cfcf74c633602ff245804af5d12756415d9bdc165fd09aeb7fe2ed	llama-3	impact	benign_query	1,423	0.071	false	4	21	0af916ad695d79554fa95125e04a11bbc14d7b88e2485bc3a49badde4b3bda70	android	allowed	toxicity_classifier	false	1
DEF2025_00002032	1,766,541,395,194	106.47.116.103	clean	Python-requests/2.31	558f08c95a31a99ef8000167ff195a87fe9e3433c8d92ba9761875974e52e052	grok-3	lateral_movement	jailbreak_attempt	1,313	0.775	false	2	31	7c681f7df20b2a44dfb46ffddc34509e49e8615c4d86aae56248320addff4d19	macos	blocked	content_filter	true	0.85
DEF2025_00002033	1,766,557,115,728	157.199.188.117	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	71e57388eee65086e6e7ca331e7e79165a0680a684e9d3fd690512381b61bba6	llama-3	collection	adversarial_example	2,069	0.388	false	15	321	3ff1fb6189c71d0666d90f9b27ddc6c20dc732f0ed919bc9c16bfb8105c3346b	windows	blocked	toxicity_classifier	true	0.95
DEF2025_00002034	1,766,577,575,370	77.144.145.34	clean	curl/8.1.2	1eae41f6b74a94e5f87706f7475d9085debcc55a5c71a4c2c15749391d3ba46b	grok-3	initial_access	benign_query	822	0.392	false	2	40	57eb667d602e26498ec07a0ab36abbcd7b8ae30d3f09b665bce88443329a39ed	ios	allowed	jailbreak_detector	false	1
DEF2025_00002035	1,766,589,215,988	52.78.50.8	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	44f4af567305c2fa6a038f5a5cfdf66178ed985614a6dfd1cad3990971a0896d	llama-3	persistence	model_inversion	2,267	0.757	true	5	142	ed35820cc511c2a7722d6d6b2d627538f734f288a07fd360a1a0f06dd6fffb84	macos	blocked	toxicity_classifier	true	0.98
DEF2025_00002036	1,766,602,475,370	93.144.86.22	clean	Python-requests/2.31	afaf38fda375bd98fa37a6b38589b064925d96258ae9d8cd88fc5018db784b1f	grok-4	impact	benign_query	3,181	0.772	false	3	38	2193395697318070d9469fb6a751f7c12fd66dcb45dbe3b832e7a81eb3acf35a	windows	allowed	jailbreak_detector	false	1
DEF2025_00002037	1,766,547,996,028	10.139.128.165	clean	curl/8.1.2	752f6ec70526dc1012f07d01667efea15bedbb709b1f18eae189edb714f86a5c	llama-3	collection	benign_query	3,503	0.922	false	5	38	63889240d91033b63aff25d190904cc7d4e1fc49addb4541f7735387b02d789b	macos	allowed	jailbreak_detector	false	1
DEF2025_00002038	1,766,518,895,378	98.157.221.230	clean	curl/8.1.2	785bf4b88f0ae90a80dfdaa911fe54fae810eb5e9776d1231be57900f12e6c33	grok-4	defense_evasion	data_poisoning	2,271	0.731	true	4	24	4526598736bcb158602575ffbe9226f60d27cc65d0b5dd46202fc2c37a599d23	windows	blocked	content_filter	true	0.92
DEF2025_00002039	1,766,569,055,651	40.211.36.125	clean	curl/8.1.2	566fa44449cd1aa7dc8e0c06f10cb82829be23f18e40ce65ab0ae4201708104d	claude-3	exfiltration	membership_inference	748	0.633	true	2	30	b5ab300039255c7fa0fcc964b338a36c644f3d74fee8bb1d943849ba4f0a90b1	macos	blocked	toxicity_classifier	true	0.9
DEF2025_00002040	1,766,590,655,626	201.96.232.113	clean	Python-requests/2.31	e8ee85c52c761fe5f9faf7fdcb65291fe4e51b65006c558ec248efaefc14d1d9	llama-3	discovery	jailbreak_attempt	2,863	0.954	false	5	32	c77a144ad6c79e79ded4c173baace21db8466e6578a98c137c3290895c3d9b27	android	blocked	rate_limit	true	0.88
DEF2025_00002041	1,766,602,535,341	21.227.251.222	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	4a1501e7b94e6262c8f0783a479d044c3276be36ada13da32f9002e218e59905	llama-3	persistence	membership_inference	691	0.2	true	27	154	aa21f2686288c5ccca6df4a5f97179708029ad86015ceadc630fb761e017caeb	ios	blocked	content_filter	true	0.88
DEF2025_00002042	1,766,601,155,780	148.77.187.215	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	db91d8e55b68c5f563fd6a702a33d77f679f07722a4d9e7e3e5804315bd83259	claude-3	execution	adversarial_example	1,558	0.079	true	27	367	8a73ec57abedbaa8c89f4f4f82d021cc64cf756a9e3c8df5e837c200ca9205be	ios	blocked	rate_limit	true	0.91
DEF2025_00002043	1,766,580,695,195	207.22.237.92	clean	PostmanRuntime/7.32	28198f9c8475ef34dda73c4567bf90120dec19ed87083a91ff8c99d1e5ad52e7	gemini-1.5	persistence	benign_query	1,687	0.748	false	5	12	f10f85c88eb0e724717bd4d51a468c9c2e65c52a323b6c1772353eb6c3ea68e0	macos	allowed	toxicity_classifier	false	1
DEF2025_00002044	1,766,539,775,711	187.163.118.201	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	46a227fd12d04575072098cc8ade67d061e536b572f8ab023728d48569252a56	grok-4	exfiltration	jailbreak_attempt	958	0.64	true	8	251	64fe2daf1d7a4bd7b3b5845dee189a078d8257af9c7e09885da994651179cbe9	linux	blocked	toxicity_classifier	true	0.92
DEF2025_00002045	1,766,524,415,225	207.58.74.90	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	793236ea94b73900d0e3fe3c57014663e56c526aab5b71c9af341bad9afe241c	llama-3	collection	membership_inference	4,023	0.531	true	27	358	16da8f0a939afe2b21f4546652130a678dc82cc2d823a860536f1d412c3b19c2	linux	blocked	toxicity_classifier	true	0.85
DEF2025_00002046	1,766,562,275,387	33.215.53.175	clean	curl/8.1.2	791b345a1002cee93dbc0893c154099ac95bd65fce6333bbecadf6ce4e19a0fe	gemini-1.5	persistence	benign_query	3,639	0.906	false	3	25	7fdcce7d97efaaccdbd779e0d83807755ab72379b8793bb37ae0ab0416cd508a	android	allowed	jailbreak_detector	false	1
DEF2025_00002047	1,766,588,255,416	51.91.119.211	clean	Python-requests/2.31	4db3cfae5711cc99e6f4f83365977b9c28ed57518ba5095ce0632680176dbdee	grok-4	exfiltration	benign_query	525	0.462	false	5	21	78bdc5c7f3efe602544e2d7dc65231151b8e72ebfea10708d77370e245d1b8d2	macos	allowed	rate_limit	false	1
DEF2025_00002048	1,766,593,356,155	90.238.52.192	clean	PostmanRuntime/7.32	dd58486bd949fe2f39f0094110c01d877429acc3cb3e01c8ed75365b08a09ecc	llama-3	discovery	benign_query	1,021	0.36	false	3	44	d19d80a71342325dc50d7e61b1bc27759c37b2ecd2c58b5baf3942cef987cf53	linux	allowed	jailbreak_detector	false	1
DEF2025_00002049	1,766,566,235,545	11.79.229.181	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	d07af84bff2e0c2d27d125daf1f25f6530d5ba8fd410bf0859330e8294f0fd4f	gemini-1.5	reconnaissance	model_inversion	3,510	0.537	true	30	399	0ddd09d4f9fc1b4174f6f9ae74a0eaf21292d388ab7f7976e39baf397ead7944	ios	blocked	toxicity_classifier	true	0.89
DEF2025_00002050	1,766,596,955,304	25.43.17.171	clean	PostmanRuntime/7.32	6762b43055ad4d0a1b9dbdfd59f12249a8a8608554717b9ffe43c263831d6c6a	gemini-1.5	reconnaissance	benign_query	2,301	0.894	false	2	37	77db4c8a6f5eb98d8d0becb7c9314c4db4bf2884a7351733d36a8d46ab73806a	macos	allowed	toxicity_classifier	false	1
DEF2025_00002051	1,766,589,695,998	10.29.49.179	clean	curl/8.1.2	cf9de5f934593b62db073d32d5e5849b4a036c1180b3a829bf0810af4797f73b	llama-3	execution	benign_query	1,595	0.743	false	4	27	8f5ed13e13213c091cd1ecb2e908106742940931181e5fa33145c37e25599c0c	macos	allowed	jailbreak_detector	false	1
DEF2025_00002052	1,766,581,895,189	172.40.52.244	clean	Python-requests/2.31	0355cd7ef65978190f7354a19382e63718610fff43a83281c03268928202fa6a	llama-3	defense_evasion	benign_query	3,772	0.511	false	3	48	3ddba52aae760dab14b068909cb362feaba791bc0b6e19a5b9481d177f665dd8	ios	allowed	jailbreak_detector	false	1
DEF2025_00002053	1,766,552,495,892	71.218.240.39	clean	curl/8.1.2	e36428ef39ad2c9db0a9e95b7e7443b3792361fb6815126180ca17c185b765f2	gemini-1.5	exfiltration	benign_query	614	0.372	false	3	24	e4164364c85e3dae3021466e9ffa5b3067511859b782e8e47af24a2083167f72	linux	allowed	toxicity_classifier	false	1
DEF2025_00002054	1,766,542,775,811	128.120.30.53	clean	curl/8.1.2	b60a6600a34f4a6672c7330814d48b6538b87eab5e9aba0c01c77042fdd2ec2f	grok-4	impact	membership_inference	3,808	0.506	true	4	15	e995657b0f48e34358ecf867a116ed441934ce5776e03f5bc3617adaa7e23833	linux	blocked	jailbreak_detector	true	0.95
DEF2025_00002055	1,766,561,915,959	96.78.85.122	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	5e810d5977a3e426036e7f0a25fa15cdbbf68c1ef182bc93fad473deeefc98c3	llama-3	persistence	backdoor_trigger	1,895	0.994	false	7	85	2566bf3aee5653864bbbc4d74f4cec3595f126183e2a6eaaecbc11098c8d6a62	android	blocked	toxicity_classifier	true	0.87
DEF2025_00002056	1,766,549,075,370	138.186.237.68	clean	curl/8.1.2	67a14a3c817ceee5b020a09b2ef59ceede01366806df1cd6d544fb25c6786e0c	llama-3	discovery	model_inversion	1,776	0.862	true	4	49	12b72abe2ae8cb2682ba44236acf765709ce9012ecfd7cd892119ffae9fb4e51	ios	allowed	toxicity_classifier	true	0.91
DEF2025_00002057	1,766,524,715,572	77.19.102.16	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	35e0841c67f825286ef0d5f3b28ac021f09f0a496d9a92f883068bfac668d844	grok-3	defense_evasion	model_inversion	726	0.535	true	5	345	cd91332b26bf1f30174824bfb4a3d3a5ae0f47980b99d9ecf67cd0f3788039f2	macos	blocked	jailbreak_detector	true	0.98
DEF2025_00002058	1,766,580,335,907	223.147.44.222	clean	Python-requests/2.31	cd0583fad327c3ff93de5ea553e3febaedc3a9a47ae4b9f5c5a9f975f3c233d7	grok-4	impact	backdoor_trigger	3,393	0.184	true	3	49	5cc585a58bd21ff68c1684a153c37b285932290e0ab86065a46bb8f9061e0601	macos	blocked	toxicity_classifier	true	0.88
DEF2025_00002059	1,766,533,535,206	31.195.212.52	clean	Python-requests/2.31	00eb7bcf603868b7db729a500de42cbd41ac5584520c4823319e29845ef0011c	gemini-1.5	persistence	benign_query	1,845	0.19	false	4	45	c72ec69cef01e367df12b515bf55360fb74ac788eeaac32eb5666ee6b06258ce	macos	allowed	toxicity_classifier	false	1
DEF2025_00002060	1,766,565,275,703	23.42.35.98	clean	curl/8.1.2	898f64038911a5b8407addbbc173d1b2e5b94b06723969ce574bd6c53c61709f	gemini-1.5	initial_access	model_inversion	1,629	0.01	false	3	31	2908e23612c8a7e2a6c8f87f1e9f12150758b1c59b8b67ca3869d3affbafc892	macos	blocked	content_filter	true	0.88
DEF2025_00002061	1,766,553,695,226	200.235.64.86	clean	PostmanRuntime/7.32	723851b3a5d9444c1ba5e5e95b97ca548d5402bbffaf7d96bd8dc9e17219dba4	claude-3	discovery	benign_query	3,422	0.813	false	1	17	934f05f9105f78261e045168f6676a034107fcc6462d069a459a669d74359e1b	ios	allowed	rate_limit	false	1
DEF2025_00002062	1,766,583,756,039	147.13.184.77	clean	PostmanRuntime/7.32	83776eca99219425aa68909081c01a89b4aab9d093481a6fd7645cfc39255940	claude-3	execution	adversarial_example	3,019	0.964	true	4	29	ebd34203ad06854431dfbcb2df9f2ef7615a1c093f747a80a14625c0986a3aca	android	blocked	jailbreak_detector	true	0.87
DEF2025_00002063	1,766,576,555,316	72.219.177.112	clean	Python-requests/2.31	9d390e2c434bb94df0c98db4f1bfa1875dd1972053a852d8ab59cf2b87e7ff82	claude-3	initial_access	benign_query	2,779	0.142	false	3	23	21965a7c020669f993ed0cb879926bd08870d787a0fb1e19d0590cbc43316831	macos	allowed	jailbreak_detector	false	1
DEF2025_00002064	1,766,563,595,883	219.238.212.1	clean	PostmanRuntime/7.32	4f6bba1a20434ceb5f080b3963c83025b059a51b4d1cdaafb848fc366d3cc2b6	grok-4	discovery	data_poisoning	2,536	0.382	true	2	20	f617de2a6ccee68ecf8c1c9b464e55773a14f0781b8c27740990d5811fa7a52e	linux	allowed	rate_limit	true	0.91
DEF2025_00002065	1,766,568,035,620	95.48.241.227	clean	PostmanRuntime/7.32	0010e716e9bcdbf8d6a75d7fd2acbdcb66e0a58843589312e440e10b93cb95ed	gemini-1.5	reconnaissance	benign_query	2,369	0.012	false	3	31	ebb504288b02ffd886c165659671e9bb62fc3672fd29c01e99430c36611dc772	macos	allowed	rate_limit	false	1
DEF2025_00002066	1,766,560,895,946	87.43.199.125	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	d1713f6d789bec86b768482823a760fd6d803edae1781a95db7aa6a3f32bc445	llama-3	discovery	data_poisoning	3,710	0.774	false	17	363	394c433772792059728d1c02a55c8fb7d34092e55cc90ad447d589d392001ac4	macos	blocked	jailbreak_detector	true	0.98
DEF2025_00002067	1,766,563,475,995	36.9.102.69	clean	PostmanRuntime/7.32	8c4d48fde1b4440687d9ae19cb304683e602eae613571b9de8ee6fa539ebf3a4	claude-3	lateral_movement	prompt_injection	838	0.708	true	1	22	c98da200b94600e3daf27a9e0716e3599e1f093587afaf1d4dd71352c8e3fee8	windows	blocked	toxicity_classifier	true	0.95
DEF2025_00002068	1,766,593,715,655	95.170.41.53	clean	Python-requests/2.31	3ec8e9628cc841220bd3054bbe7679c07ae229f3f5def351615043eaad80e37e	gemini-1.5	credential_access	adversarial_example	879	0.746	true	4	30	3b219c4865d37c551ada3dc8397626722109f31246baf1bf092299f05ed8e080	linux	blocked	jailbreak_detector	true	0.92
DEF2025_00002069	1,766,590,536,021	215.5.105.160	clean	Python-requests/2.31	44a6222416df11de556250d5d3df6be0b3072f331218de8521ce04f7d10df9b7	gemini-1.5	collection	backdoor_trigger	2,445	0.46	true	1	14	b66e36a4e205864a096b7f5e0844db741a7c95f8f1bb7333e8fcf8888eaf6b8b	windows	blocked	content_filter	true	0.93
DEF2025_00002070	1,766,552,915,884	53.241.247.233	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	c214a806fa1d30e8ac115eb34c1c97c31f599f9a46dcafebba4b3f72073abda5	gemini-1.5	credential_access	data_poisoning	653	0.637	true	7	101	c710ba50a448708263b19fde9786fb39444d319c216fca6039389c344e1a7b9e	linux	blocked	rate_limit	true	0.95
DEF2025_00002071	1,766,558,315,745	158.91.237.138	clean	PostmanRuntime/7.32	35014648c7c1815ce94d0af260b6e018d94a7e0188c1f97c96a4668d1cc0bfb6	llama-3	reconnaissance	benign_query	978	0.164	false	4	26	3ff86a7f4c3b6cec7daf6578104d83a83f0862603393d1b5b4aa1ac66bd409a6	windows	allowed	rate_limit	false	1
DEF2025_00002072	1,766,552,136,151	168.254.122.17	clean	curl/8.1.2	2644e6bd71e73230f0726a0379b7e69ddacdc8cef253bfbaedb54b9405103734	llama-3	discovery	benign_query	1,262	0.051	false	5	16	9cc0e4adc15de1e78b9ec60dec910039ae2090d1c5081982e4771c6be164f4c8	android	allowed	toxicity_classifier	false	1
DEF2025_00002073	1,766,536,835,401	18.17.64.88	clean	curl/8.1.2	8a341db0550fe2911ee59810c1f8d6a8c6323b12749530899fb1f4f639de181e	gemini-1.5	reconnaissance	membership_inference	2,179	0.854	true	2	35	d1682b77abaae6ad11723f8965083a3f450a81d75f7e057c1fe07477bf27fa76	android	blocked	content_filter	true	0.98
DEF2025_00002074	1,766,548,175,289	95.83.26.212	clean	Python-requests/2.31	4c5aa0c2fd9c5505905ffefe2fcd10094395a6df8792ea9c0f1b30a3f19bfe91	llama-3	collection	benign_query	3,483	0.852	false	5	13	8430b35c08fc4a96e35215f77a0ea884f4410f243d6f7a0072cfbcc3750e0e46	android	allowed	rate_limit	false	1
DEF2025_00002075	1,766,587,715,779	146.24.202.252	clean	PostmanRuntime/7.32	1b212857a0b350f9c99b1d335d0838860b1c197d89cf9e83ce657b56c2dd8529	llama-3	exfiltration	jailbreak_attempt	3,438	0.023	false	3	21	f283205b5b8bbd83f63a634b331738f22c691b41426cd2efbf19f752993d35bf	linux	blocked	toxicity_classifier	true	0.92
DEF2025_00002076	1,766,597,195,622	193.40.133.53	clean	Python-requests/2.31	ea9bb0b4dbf83b2f7959ceef9c220daacbc519b34553a717a9981c25bba48d5d	grok-3	reconnaissance	benign_query	3,314	0.455	false	1	31	1e519604a454f005f728ed4daf1da7417348bea19c77d3f8971629738116e965	windows	allowed	rate_limit	false	1
DEF2025_00002077	1,766,603,556,137	14.203.148.21	clean	PostmanRuntime/7.32	470479df5a22f80dd5bb32826d4b00bcb011b279a6457c882e01f3d2a52c2d86	gemini-1.5	reconnaissance	adversarial_example	2,027	0.115	false	2	31	9c6bd3a47bb6d2a67988c00138c1d61c34da88af8ab386ef8d2d2e4ab55fc9ca	linux	blocked	toxicity_classifier	true	0.87
DEF2025_00002078	1,766,517,995,654	163.143.56.98	clean	curl/8.1.2	9a198eae56884c0da48c3f6b41709a362828b578acb1eb37cfb582a59b70cc16	gemini-1.5	lateral_movement	benign_query	3,605	0.308	false	4	29	5b630b951af0d79ceb5752a84c102d0aec4aee3ede0b2fbd1fc69995e6a51d2b	macos	allowed	toxicity_classifier	false	1
DEF2025_00002079	1,766,529,935,462	115.51.203.47	clean	curl/8.1.2	cdc82b8af97e799b5276d386c2590bb3fd89c1898182c7328da2bc0c3ca9188b	llama-3	lateral_movement	benign_query	715	0.028	false	1	36	be5658123d1aae51e2c729d21dd6743a0bfdc4204d731f3ad9d9bf86879d7085	macos	allowed	content_filter	false	1
DEF2025_00002080	1,766,599,355,277	173.170.102.68	clean	PostmanRuntime/7.32	92ac2085af8721e2959ccdb02a4efde9a31fd6809bd12c2f3708946025c0928b	gemini-1.5	collection	benign_query	3,296	0.14	false	1	15	a15fe6f4d9ff2c8905ace21c8ae498b312a9ab4156c6b8a2279fba162246d8e9	macos	allowed	toxicity_classifier	false	1
DEF2025_00002081	1,766,560,115,398	104.251.185.7	clean	Python-requests/2.31	84f42c1bfbc2d25192982a28406bff226a17e433ecd7a7829daad721af4deeb3	llama-3	impact	benign_query	1,673	0.796	false	3	24	8f97732c2c71b2916c23c9c8f5873ea81d510041150fbcc90ba2054b3662bf0d	linux	allowed	content_filter	false	1
DEF2025_00002082	1,766,542,416,001	95.29.192.201	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	d9d1da01abb48666b02d33ac7a2f95f7c3eda6c1c4b4d12b80ed50bf33f273e6	grok-3	execution	data_poisoning	1,861	0.612	true	11	200	a36acb7b3847c91c4428d1eb09e19cd755f1fc8ad5a2fbde40adc2b577162304	ios	blocked	content_filter	true	0.96
DEF2025_00002083	1,766,595,035,816	208.13.194.62	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	21ef32eeb0479790fb32356012f832fa3c7cd1f3cf20ae14b897bda53481fdc3	claude-3	collection	backdoor_trigger	1,546	0.867	false	27	286	abfe8ae3009509a8101a96e0da99ed2c52891bb991b975fd762a0901e7582dbf	android	blocked	toxicity_classifier	true	0.87
DEF2025_00002084	1,766,559,455,821	212.61.137.11	clean	curl/8.1.2	163199c7742e28193bcef4859d4d0e78cfd9dce5c9507e6ff614d61ebd155711	grok-4	defense_evasion	benign_query	2,024	0.84	false	1	49	dce8309a4bdf3b0458469b59843ecc1e710586caee03296e2319077b2c7b6788	ios	allowed	rate_limit	false	1
DEF2025_00002085	1,766,569,715,882	171.196.71.148	clean	curl/8.1.2	5389b6cd08419181ed8e682e0563c3dc4e978a657ba2d29fa2e002f20cbfab6b	llama-3	discovery	benign_query	3,014	0.928	false	3	23	ed7ac78d4cb73d6389b85bafb8cc38b520f8b6a3715647079bcd07cc88ced45b	android	allowed	rate_limit	false	1
DEF2025_00002086	1,766,557,715,633	158.90.113.63	clean	curl/8.1.2	dca7e1e29acafa73f93fd22a96f5e8550d06a50e773ff6f7b75b75a9db1ae96a	claude-3	discovery	benign_query	3,552	0.343	false	2	29	ccd5366766928bb2042c92a11632069cd9f19c04e6a840249e71b73be707e6b9	ios	allowed	toxicity_classifier	false	1
DEF2025_00002087	1,766,520,395,515	152.254.233.132	clean	curl/8.1.2	62d0f13396336a5ba466b7e551df683b1d1ff69af94cecf3902f4e22dadb4f06	claude-3	execution	benign_query	2,794	0.434	false	3	10	fad662c0a20f13fe3924dbfe0b1a0021e904994128d68c808c816a24925e4bf9	linux	allowed	rate_limit	false	1
DEF2025_00002088	1,766,587,295,466	149.103.27.239	clean	PostmanRuntime/7.32	7463dba226c2ea707f0a31f0e1b4f6a41c0526a599532976ebbc3f6170f4572f	gemini-1.5	credential_access	benign_query	2,756	0.974	false	4	46	bb15b0e56e7774cf1e78627d48913fb2de1d9000c0bef933e195d8d98d5d89da	linux	allowed	toxicity_classifier	false	1
DEF2025_00002089	1,766,592,335,336	116.225.46.82	clean	PostmanRuntime/7.32	65a5b27f00f0646f47ab9001dcbeff9a6672354e5a82581432e025f400a5cf06	claude-3	reconnaissance	benign_query	1,200	0.407	false	2	41	5fd742138596acb03096bfdc7e9a651e0d1d2c4fa32c1353f5fff184bbce168d	ios	allowed	jailbreak_detector	false	1
DEF2025_00002090	1,766,522,855,737	72.167.94.207	clean	curl/8.1.2	441677608c4745af1067c4b43561187d88163eda350c51c848c1686132f6b019	llama-3	lateral_movement	benign_query	1,419	0.513	false	3	10	3f1e0c899b7bfd0a3141f7330791051cc2cca612a406c61710c0b02746ee150e	windows	allowed	toxicity_classifier	false	1
DEF2025_00002091	1,766,557,715,418	194.110.204.154	clean	PostmanRuntime/7.32	fd9149f19858319877e9d02f1d57c2ac4b2c7492cf8e4aa13f176dc5442d6fc3	grok-4	defense_evasion	adversarial_example	4,020	0.787	true	1	41	bd8f111ca1361db43744b7576990f950f25fb8d88a5baf944bf99ef50911032a	windows	blocked	toxicity_classifier	true	0.88
DEF2025_00002092	1,766,579,195,702	142.183.65.72	clean	Python-requests/2.31	81f0373267e33a0b002e71ee1a9a3b33add5357c7d9bdac5421da22001d0b900	llama-3	discovery	benign_query	1,021	0.348	false	3	13	c50895a46e3901eb2c34c59aeeee12276c20c52eff448a7f46e69dac7bded027	android	allowed	content_filter	false	1
DEF2025_00002093	1,766,589,635,658	75.42.2.127	clean	PostmanRuntime/7.32	f9ab13372ff6e3c3f44a41382a76e9cfc6eef8e92badcb443bbb2ed2ba0c92f6	claude-3	persistence	benign_query	2,420	0.04	false	1	10	5e48cae3204afe64e642ff6770d26bca05f0f386a8e686017cae9f2872108332	macos	allowed	toxicity_classifier	false	1
DEF2025_00002094	1,766,538,996,261	142.221.68.23	clean	Python-requests/2.31	02ebb03b91bd26fc88bb55ac6bcae767b28ed0f337504b9ab4a5b74726e1cb5d	gemini-1.5	lateral_movement	benign_query	2,121	0.929	false	5	16	515039df6ad7f293428968813bc0e71c1743ec2b984dcc698156f31077f4ab0a	macos	allowed	toxicity_classifier	false	1
DEF2025_00002095	1,766,568,575,709	49.135.225.243	clean	PostmanRuntime/7.32	f58ce9eae06bce36509ab4aae9238f86cb0067c7934321a3f19e3d7a2f53d6d8	claude-3	reconnaissance	adversarial_example	3,770	0.429	true	1	42	9fb8f242149dcdda469b0af9ea4e027019ec5930346b38cf230e1d724588ec63	linux	blocked	toxicity_classifier	true	0.88
DEF2025_00002096	1,766,520,395,410	135.241.98.96	clean	PostmanRuntime/7.32	c1cb0f1b88ea7410bacfa6c85c6703c867a2ddd3a5e6748a259aaafc3e3ad911	llama-3	initial_access	benign_query	1,950	0.732	false	1	44	39cd99ecdc600435d96a45a4db5c022135d75f417b901fcdeceae114a1367609	macos	allowed	content_filter	false	1
DEF2025_00002097	1,766,569,175,695	179.206.222.112	clean	PostmanRuntime/7.32	c37ac40428fbe1612b0ce50435926462645664042e623a541d3063a092f03526	grok-3	persistence	benign_query	2,162	0.919	false	2	36	82a576346d8d2cff572b012d67f18fedce1e01450e8e9e9ab9cb5cbc5193b4f3	macos	allowed	jailbreak_detector	false	1
DEF2025_00002098	1,766,555,975,382	112.137.77.145	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	079626f426183db6026810801f12489e4720a7308666e58fcb9bac34e15c8c59	gemini-1.5	credential_access	data_poisoning	2,030	0.905	true	16	344	0ca4e6e912533fae6f6bd001a0f678070ad2be3446c459daa1143929df5b71bd	linux	blocked	toxicity_classifier	true	0.89
DEF2025_00002099	1,766,518,295,427	95.111.32.102	clean	Python-requests/2.31	45971b13280572fea33b65f0fd84c6cdc819b4713b151b3430320c459bd73da3	gemini-1.5	execution	adversarial_example	1,516	0.4	true	2	20	2c5fff6cd07b4e4370fe416adddf60931c6cbedf84c27dc83dab32223e7f4d6e	android	blocked	jailbreak_detector	true	0.91

DEF2025_00002000

1,766,538,095,674

139.86.16.231

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

fe7ebb1717a7ecef6ce8cb61b3f4bad9f8b3d040182cb484e66d6b7c06a9f204

llama-3

persistence

prompt_injection

2,844

0.6

true

7

201

ca2c20217e3fd10ead8cd79347af033e9d8637d41e748924a720703351bbc198

android

blocked

content_filter

true

0.96

DEF2025_00002001

1,766,557,655,700

177.236.2.88

clean

Python-requests/2.31

f43b518727d62ae4e89876bd57e2305afac35618d6d91adf6318472c37ba2d69

claude-3

defense_evasion

benign_query

3,567

0.79

false

4

46

7dd4134e33a362ec79bc7548a8b49e54d724076c66b5db89d6d3310786e00ea2

macos

allowed

toxicity_classifier

false

1

DEF2025_00002002

1,766,579,915,329

183.33.180.12

clean

curl/8.1.2

847f7b0ec9dcc9550992943daa1ca90737a60ddeeefbb80d365c017e39ff166f

llama-3

collection

benign_query

3,487

0.811

false

5

34

73622d634aaa4a664ee4e821645f4a9e764aed38552e4684126ff2537c9e4bef

linux

allowed

toxicity_classifier

false

1

DEF2025_00002003

1,766,525,975,802

157.172.83.40

clean

curl/8.1.2

9391e297ea71f989d4f6d3f86eb72fca31c0e416dd9280e104b0055469f8b820

grok-4

lateral_movement

benign_query

2,610

0.564

false

1

17

7ddf154ac63bce0f9efa9be515f397048abb01b6865257c6615e38b099e7750f

linux

allowed

content_filter

false

1

DEF2025_00002004

1,766,572,115,045

150.84.200.221

clean

curl/8.1.2

1e48b89fa9a1d76bf915258018346c0f3c6ab6ad7091c70871c51aa5835c6426

grok-3

credential_access

benign_query

2,835

0.8

false

2

26

e258ac435a0558aa36d935ee4aafb5e721ceda06bee2737e462180c4406800e4

windows

allowed

rate_limit

false

1

DEF2025_00002005

1,766,537,255,871

9.242.179.254

clean

PostmanRuntime/7.32

5eddf2b9521fa5c3944393241cd13726338c2441680f9b7cdcfe2fc13e0c4ef1

llama-3

execution

benign_query

1,012

0.508

false

4

29

39460f9871c0c8d54f84b8fccf4d0da3158f2aec844b724d38b8857a265b80aa

ios

allowed

jailbreak_detector

false

1

DEF2025_00002006

1,766,576,495,949

144.44.142.18

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

f594f49b6b026ec23f149a4174fc7df61e22e2e689305863c9aa3d987573c2b7

llama-3

reconnaissance

model_inversion

2,078

0.687

true

17

71

dc0012af8790031a37e6d43f74a41639a49c6ec88841f937a7d5bca6bf601a37

macos

blocked

rate_limit

true

0.96

DEF2025_00002007

1,766,530,715,375

194.31.188.63

clean

PostmanRuntime/7.32

625771658fc602b8b15257aac729cf7c338ab4e364b038a957ad47402b92fb87

grok-3

impact

prompt_injection

1,617

0.432

true

3

47

f4557f309892d2f915581cc0c807c723c3748d9c717ce2a75505e7e5a4eddf8d

ios

blocked

rate_limit

true

0.89

DEF2025_00002008

1,766,588,975,297

135.67.85.173

clean

curl/8.1.2

ba3da5251d9f3eaf1cea49a776560f2c777e68eb9f9df5fb7954e25a45fee4c3

claude-3

execution

benign_query

3,992

0.241

false

1

46

7dac158ff3c08d2c51e8cacf6158705ba2a1836d1d86b4c97017c2e5780a2cbd

macos

allowed

rate_limit

false

1

DEF2025_00002009

1,766,537,315,742

81.5.73.73

clean

curl/8.1.2

30c9b20e76fcee509f1979c669809a33e965f43786b6678f0cf0fffb52b88e22

claude-3

execution

benign_query

2,116

0.828

false

5

29

1fe95f91f51b0053a6d8c8fb7a3d3ab0dd9c8a9bd6aecc3164152aef3cfde551

android

allowed

toxicity_classifier

false

1

DEF2025_00002010

1,766,573,075,074

24.46.222.97

clean

curl/8.1.2

65958a8742fc6d49f2258a83c21f7d6ca242138f8711c1a0c0f3c37e5ac34624

grok-3

defense_evasion

benign_query

696

0.922

false

1

14

e2f77098bad50cec69cc243655a56c5e6835730fc4e89e115057bcb66fe2ce6f

ios

allowed

jailbreak_detector

false

1

DEF2025_00002011

1,766,545,355,939

143.44.230.92

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

5dd57c4df99d0c817d4b445cc256e95f945a6ecd5a2ac2d3a356d0fe8ad66ef9

llama-3

initial_access

prompt_injection

3,152

0.545

false

19

276

ba12230d25cd41419f99e21cd9fc19cddd33e04d3c1c585ba47808c76122a3f8

windows

allowed

toxicity_classifier

true

0.92

DEF2025_00002012

1,766,563,175,155

85.32.47.54

clean

Python-requests/2.31

033eb406b64030c692e8529646a6c96e8f736306873b563e572e57925dc205f0

claude-3

reconnaissance

benign_query

2,516

0.334

false

4

49

3a67b918a3a9f6b67bf323366b5a80db36a7d6d708b593522e1d969c7577a406

windows

allowed

toxicity_classifier

false

1

DEF2025_00002013

1,766,597,615,969

125.115.7.86

clean

Python-requests/2.31

aadd2777fb30ac8ce3a2943493562341856a486f4a4116d790cfa70df20242d5

grok-3

initial_access

benign_query

927

0.452

false

1

24

19b4a4235e63913706410d605a45ec1324b03fa70e9991c4ec5c59a9440b159a

android

allowed

jailbreak_detector

false

1

DEF2025_00002014

1,766,585,015,233

47.146.193.126

clean

PostmanRuntime/7.32

255f32bb0e431929ec202f455c1818c733fd6f51c43be922b4bd06f4c565b71c

gemini-1.5

execution

benign_query

2,054

0.547

false

3

48

4ab395a4f1c85d6d692a67eda6d6a49d10f4e1c8c4baff736ed27480da36352a

ios

allowed

rate_limit

false

1

DEF2025_00002015

1,766,592,875,499

19.205.213.138

clean

curl/8.1.2

137036fd173e14d893aeacaa51196ce58eba51415d7c0c8ebf8fde23cf434d6c

grok-3

defense_evasion

membership_inference

3,467

0.925

false

5

35

99af9f0f4201aeb14a654d775acd5cbc369e7adfdbe4e2ca2b5d12940284a62f

linux

blocked

toxicity_classifier

true

0.99

DEF2025_00002016

1,766,562,935,796

47.92.54.79

clean

Python-requests/2.31

3c12a023e17432eec784d6727b1f21969be71369c4bdeb10e3a2baed00b46783

gemini-1.5

exfiltration

benign_query

1,681

0.758

false

2

26

4d4a2f3b98ba6eb5e8c44717bff1a3031bf8b3bad41bff6863bb6f79521a82a5

windows

allowed

content_filter

false

1

DEF2025_00002017

1,766,554,476,031

109.151.172.110

clean

Python-requests/2.31

5ab54f87c494339c41143d7d56208168b695ffc2cd67fdbc4dd284b55dbd081e

claude-3

persistence

prompt_injection

501

0.336

true

1

49

41cec98c5677f558b4c3b7863376edc21a5632fdf3c4dc3b303d347643fbdf0c

windows

blocked

jailbreak_detector

true

0.87

DEF2025_00002018

1,766,595,575,388

217.13.93.96

clean

curl/8.1.2

e921c25e55699181692db0091344a7408f39755cd3c8f36d355a2c3e23bc3dce

grok-3

execution

prompt_injection

3,038

0.286

true

5

10

a226f495eed3c90964d24eb9150667d1c2f71a06266ce0e34fc377735bd77b6c

macos

blocked

toxicity_classifier

true

0.99

DEF2025_00002019

1,766,520,995,864

150.32.114.134

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

c28175f3920fdcde6d465068f645e7100ec5157b27c6d7f70ac94c7d5e8c7e54

grok-3

collection

model_inversion

3,492

0.718

true

20

70

31c116400bf668d2fea4054f5eeb5af239f1381e6df42f2d4182b915dc7227b2

macos

allowed

toxicity_classifier

true

0.96

DEF2025_00002020

1,766,563,115,549

152.121.79.184

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

272a6b538e46dd869e2738dfc8e18f265f439527caabdd9ffedcb23f5b2414d9

grok-3

collection

membership_inference

2,566

0.911

true

9

77

959f9c29f8f50549f837cb3b5616e6aabef224145252732e9c4407a845cc1535

windows

allowed

content_filter

true

0.9

DEF2025_00002021

1,766,539,475,672

136.23.114.90

clean

curl/8.1.2

2b7e0be7df8cddea377703a377bc0a5a4040f9007a013713670052f2fe9e02d6

gemini-1.5

exfiltration

benign_query

3,588

0.408

false

1

49

1faa2a3c5d96f74d680dd6265bf716b491c954e31efe8c4b0c3516d0b8f4fb1d

android

allowed

jailbreak_detector

false

1

DEF2025_00002022

1,766,582,435,684

102.109.234.55

clean

PostmanRuntime/7.32

d5ff29f4330623d65cdec679aa75d25b21f75318c9e0686366d88884760d5e53

claude-3

execution

benign_query

4,086

0.909

false

4

34

5f49108435b07857b81faa804e6a0cd840dbee4d577b85adcf1271d24bb5431e

ios

allowed

rate_limit

false

1

DEF2025_00002023

1,766,577,335,587

149.25.10.145

clean

curl/8.1.2

98729839ae912f83510932f5739ecd8e96e29131075c5e1074816608369788ae

grok-4

impact

benign_query

3,116

0.028

false

3

27

7cba3778055ef464137b1d78bd455c5d1557702226b4ee31a19cae7a7db44ce9

linux

allowed

content_filter

false

1

DEF2025_00002024

1,766,550,035,849

197.172.175.13

clean

curl/8.1.2

90f556e03575b588fa1060162cc4ad945b89155ac1a2f0a13f1b4e1b1e91be3b

grok-3

collection

model_inversion

3,306

0.627

true

3

39

b22a1cfe7b3ed12b89b8b69af78e02dd78b2d0b167e1911fcb8e27e2b42fb7da

ios

blocked

jailbreak_detector

true

0.91

DEF2025_00002025

1,766,563,355,093

189.241.12.246

clean

PostmanRuntime/7.32

0f5655064fb54eeca62b568ddfd22a97d1c0f972bd022f66dcc081be9d60c4e3

grok-3

credential_access

model_inversion

2,585

0.59

false

4

29

7f96f816eb2fe39be13025ecbd9d7874b7bfd9f5e5b1a3ed9b2c52afc564c001

linux

allowed

toxicity_classifier

true

0.91

DEF2025_00002026

1,766,545,775,730

165.38.152.75

clean

Python-requests/2.31

38af883da5a6bb793c1c06acd9d9d74c4cd5a0268345b336c92305bc875a1a28

grok-3

credential_access

benign_query

1,677

0.513

false

2

43

92da94e2c5afc1f1873c32b99156ac569b9583d995249d45baba243f55ef3217

android

allowed

toxicity_classifier

false

1

DEF2025_00002027

1,766,524,535,521

157.93.170.216

clean

Python-requests/2.31

7b766b2ebdbe4e97c86b0e1cf2382ec32527f1246842207da57334b7787d6402

grok-3

execution

benign_query

2,934

0.517

false

2

44

70e0d64f93d1080547770a502c56203459cad5b409b1f0d872bd6c08428e5093

windows

allowed

content_filter

false

1

DEF2025_00002028

1,766,581,355,619

119.152.28.147

clean

PostmanRuntime/7.32

ae8d95160110de287e9f4cff188861b842357cefdb1df839e9e4ff2f7025410f

gemini-1.5

initial_access

benign_query

930

0.81

false

5

28

f7c44e49f4cd3978f7ea75c84aaefcd20e041640835e7172764198da96fd3c36

android

allowed

toxicity_classifier

false

1

DEF2025_00002029

1,766,600,016,025

172.189.170.187

clean

Python-requests/2.31

4de4db956d42dd197f0ed5fe00a5d6ca422f98f5121d2e76bfaecb5d7794e466

gemini-1.5

execution

benign_query

4,016

0.839

false

1

30

f1b068ed986182ddcc689d0d93c36f222d0ce699a941d8436716d81a7694daaa

ios

allowed

toxicity_classifier

false

1

DEF2025_00002030

1,766,545,175,481

197.201.230.37

clean

curl/8.1.2

da9bcc3e5c03d8c2d836ab4d19526c63e5c152859ae97a122dab7c8846591d55

claude-3

defense_evasion

benign_query

2,022

0.234

false

4

40

77ab50cf7655ba0a1b12b52d8d8aab9ea2be7c52690598d7533d7cf1134e7391

ios

allowed

jailbreak_detector

false

1

DEF2025_00002031

1,766,536,835,255

113.76.166.27

clean

curl/8.1.2

51bed1af72cfcf74c633602ff245804af5d12756415d9bdc165fd09aeb7fe2ed

llama-3

impact

benign_query

1,423

0.071

false

4

21

0af916ad695d79554fa95125e04a11bbc14d7b88e2485bc3a49badde4b3bda70

android

allowed

toxicity_classifier

false

1

DEF2025_00002032

1,766,541,395,194

106.47.116.103

clean

Python-requests/2.31

558f08c95a31a99ef8000167ff195a87fe9e3433c8d92ba9761875974e52e052

grok-3

lateral_movement

jailbreak_attempt

1,313

0.775

false

2

31

7c681f7df20b2a44dfb46ffddc34509e49e8615c4d86aae56248320addff4d19

macos

blocked

content_filter

true

0.85

DEF2025_00002033

1,766,557,115,728

157.199.188.117

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

71e57388eee65086e6e7ca331e7e79165a0680a684e9d3fd690512381b61bba6

llama-3

collection

adversarial_example

2,069

0.388

false

15

321

3ff1fb6189c71d0666d90f9b27ddc6c20dc732f0ed919bc9c16bfb8105c3346b

windows

blocked

toxicity_classifier

true

0.95

DEF2025_00002034

1,766,577,575,370

77.144.145.34

clean

curl/8.1.2

1eae41f6b74a94e5f87706f7475d9085debcc55a5c71a4c2c15749391d3ba46b

grok-3

initial_access

benign_query

822

0.392

false

2

40

57eb667d602e26498ec07a0ab36abbcd7b8ae30d3f09b665bce88443329a39ed

ios

allowed

jailbreak_detector

false

1

DEF2025_00002035

1,766,589,215,988

52.78.50.8

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

44f4af567305c2fa6a038f5a5cfdf66178ed985614a6dfd1cad3990971a0896d

llama-3

persistence

model_inversion

2,267

0.757

true

5

142

ed35820cc511c2a7722d6d6b2d627538f734f288a07fd360a1a0f06dd6fffb84

macos

blocked

toxicity_classifier

true

0.98

DEF2025_00002036

1,766,602,475,370

93.144.86.22

clean

Python-requests/2.31

afaf38fda375bd98fa37a6b38589b064925d96258ae9d8cd88fc5018db784b1f

grok-4

impact

benign_query

3,181

0.772

false

3

38

2193395697318070d9469fb6a751f7c12fd66dcb45dbe3b832e7a81eb3acf35a

windows

allowed

jailbreak_detector

false

1

DEF2025_00002037

1,766,547,996,028

10.139.128.165

clean

curl/8.1.2

752f6ec70526dc1012f07d01667efea15bedbb709b1f18eae189edb714f86a5c

llama-3

collection

benign_query

3,503

0.922

false

5

38

63889240d91033b63aff25d190904cc7d4e1fc49addb4541f7735387b02d789b

macos

allowed

jailbreak_detector

false

1

DEF2025_00002038

1,766,518,895,378

98.157.221.230

clean

curl/8.1.2

785bf4b88f0ae90a80dfdaa911fe54fae810eb5e9776d1231be57900f12e6c33

grok-4

defense_evasion

data_poisoning

2,271

0.731

true

4

24

4526598736bcb158602575ffbe9226f60d27cc65d0b5dd46202fc2c37a599d23

windows

blocked

content_filter

true

0.92

DEF2025_00002039

1,766,569,055,651

40.211.36.125

clean

curl/8.1.2

566fa44449cd1aa7dc8e0c06f10cb82829be23f18e40ce65ab0ae4201708104d

claude-3

exfiltration

membership_inference

748

0.633

true

2

30

b5ab300039255c7fa0fcc964b338a36c644f3d74fee8bb1d943849ba4f0a90b1

macos

blocked

toxicity_classifier

true

0.9

DEF2025_00002040

1,766,590,655,626

201.96.232.113

clean

Python-requests/2.31

e8ee85c52c761fe5f9faf7fdcb65291fe4e51b65006c558ec248efaefc14d1d9

llama-3

discovery

jailbreak_attempt

2,863

0.954

false

5

32

c77a144ad6c79e79ded4c173baace21db8466e6578a98c137c3290895c3d9b27

android

blocked

rate_limit

true

0.88

DEF2025_00002041

1,766,602,535,341

21.227.251.222

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

4a1501e7b94e6262c8f0783a479d044c3276be36ada13da32f9002e218e59905

llama-3

persistence

membership_inference

691

0.2

true

27

154

aa21f2686288c5ccca6df4a5f97179708029ad86015ceadc630fb761e017caeb

ios

blocked

content_filter

true

0.88

DEF2025_00002042

1,766,601,155,780

148.77.187.215

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

db91d8e55b68c5f563fd6a702a33d77f679f07722a4d9e7e3e5804315bd83259

claude-3

execution

adversarial_example

1,558

0.079

true

27

367

8a73ec57abedbaa8c89f4f4f82d021cc64cf756a9e3c8df5e837c200ca9205be

ios

blocked

rate_limit

true

0.91

DEF2025_00002043

1,766,580,695,195

207.22.237.92

clean

PostmanRuntime/7.32

28198f9c8475ef34dda73c4567bf90120dec19ed87083a91ff8c99d1e5ad52e7

gemini-1.5

persistence

benign_query

1,687

0.748

false

5

12

f10f85c88eb0e724717bd4d51a468c9c2e65c52a323b6c1772353eb6c3ea68e0

macos

allowed

toxicity_classifier

false

1

DEF2025_00002044

1,766,539,775,711

187.163.118.201

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

46a227fd12d04575072098cc8ade67d061e536b572f8ab023728d48569252a56

grok-4

exfiltration

jailbreak_attempt

958

0.64

true

8

251

64fe2daf1d7a4bd7b3b5845dee189a078d8257af9c7e09885da994651179cbe9

linux

blocked

toxicity_classifier

true

0.92

DEF2025_00002045

1,766,524,415,225

207.58.74.90

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

793236ea94b73900d0e3fe3c57014663e56c526aab5b71c9af341bad9afe241c

llama-3

collection

membership_inference

4,023

0.531

true

27

358

16da8f0a939afe2b21f4546652130a678dc82cc2d823a860536f1d412c3b19c2

linux

blocked

toxicity_classifier

true

0.85

DEF2025_00002046

1,766,562,275,387

33.215.53.175

clean

curl/8.1.2

791b345a1002cee93dbc0893c154099ac95bd65fce6333bbecadf6ce4e19a0fe

gemini-1.5

persistence

benign_query

3,639

0.906

false

3

25

7fdcce7d97efaaccdbd779e0d83807755ab72379b8793bb37ae0ab0416cd508a

android

allowed

jailbreak_detector

false

1

DEF2025_00002047

1,766,588,255,416

51.91.119.211

clean

Python-requests/2.31

4db3cfae5711cc99e6f4f83365977b9c28ed57518ba5095ce0632680176dbdee

grok-4

exfiltration

benign_query

525

0.462

false

5

21

78bdc5c7f3efe602544e2d7dc65231151b8e72ebfea10708d77370e245d1b8d2

macos

allowed

rate_limit

false

1

DEF2025_00002048

1,766,593,356,155

90.238.52.192

clean

PostmanRuntime/7.32

dd58486bd949fe2f39f0094110c01d877429acc3cb3e01c8ed75365b08a09ecc

llama-3

discovery

benign_query

1,021

0.36

false

3

44

d19d80a71342325dc50d7e61b1bc27759c37b2ecd2c58b5baf3942cef987cf53

linux

allowed

jailbreak_detector

false

1

DEF2025_00002049

1,766,566,235,545

11.79.229.181

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

d07af84bff2e0c2d27d125daf1f25f6530d5ba8fd410bf0859330e8294f0fd4f

gemini-1.5

reconnaissance

model_inversion

3,510

0.537

true

30

399

0ddd09d4f9fc1b4174f6f9ae74a0eaf21292d388ab7f7976e39baf397ead7944

ios

blocked

toxicity_classifier

true

0.89

DEF2025_00002050

1,766,596,955,304

25.43.17.171

clean

PostmanRuntime/7.32

6762b43055ad4d0a1b9dbdfd59f12249a8a8608554717b9ffe43c263831d6c6a

gemini-1.5

reconnaissance

benign_query

2,301

0.894

false

2

37

77db4c8a6f5eb98d8d0becb7c9314c4db4bf2884a7351733d36a8d46ab73806a

macos

allowed

toxicity_classifier

false

1

DEF2025_00002051

1,766,589,695,998

10.29.49.179

clean

curl/8.1.2

cf9de5f934593b62db073d32d5e5849b4a036c1180b3a829bf0810af4797f73b

llama-3

execution

benign_query

1,595

0.743

false

4

27

8f5ed13e13213c091cd1ecb2e908106742940931181e5fa33145c37e25599c0c

macos

allowed

jailbreak_detector

false

1

DEF2025_00002052

1,766,581,895,189

172.40.52.244

clean

Python-requests/2.31

0355cd7ef65978190f7354a19382e63718610fff43a83281c03268928202fa6a

llama-3

defense_evasion

benign_query

3,772

0.511

false

3

48

3ddba52aae760dab14b068909cb362feaba791bc0b6e19a5b9481d177f665dd8

ios

allowed

jailbreak_detector

false

1

DEF2025_00002053

1,766,552,495,892

71.218.240.39

clean

curl/8.1.2

e36428ef39ad2c9db0a9e95b7e7443b3792361fb6815126180ca17c185b765f2

gemini-1.5

exfiltration

benign_query

614

0.372

false

3

24

e4164364c85e3dae3021466e9ffa5b3067511859b782e8e47af24a2083167f72

linux

allowed

toxicity_classifier

false

1

DEF2025_00002054

1,766,542,775,811

128.120.30.53

clean

curl/8.1.2

b60a6600a34f4a6672c7330814d48b6538b87eab5e9aba0c01c77042fdd2ec2f

grok-4

impact

membership_inference

3,808

0.506

true

4

15

e995657b0f48e34358ecf867a116ed441934ce5776e03f5bc3617adaa7e23833

linux

blocked

jailbreak_detector

true

0.95

DEF2025_00002055

1,766,561,915,959

96.78.85.122

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

5e810d5977a3e426036e7f0a25fa15cdbbf68c1ef182bc93fad473deeefc98c3

llama-3

persistence

backdoor_trigger

1,895

0.994

false

7

85

2566bf3aee5653864bbbc4d74f4cec3595f126183e2a6eaaecbc11098c8d6a62

android

blocked

toxicity_classifier

true

0.87

DEF2025_00002056

1,766,549,075,370

138.186.237.68

clean

curl/8.1.2

67a14a3c817ceee5b020a09b2ef59ceede01366806df1cd6d544fb25c6786e0c

llama-3

discovery

model_inversion

1,776

0.862

true

4

49

12b72abe2ae8cb2682ba44236acf765709ce9012ecfd7cd892119ffae9fb4e51

ios

allowed

toxicity_classifier

true

0.91

DEF2025_00002057

1,766,524,715,572

77.19.102.16

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

35e0841c67f825286ef0d5f3b28ac021f09f0a496d9a92f883068bfac668d844

grok-3

defense_evasion

model_inversion

726

0.535

true

5

345

cd91332b26bf1f30174824bfb4a3d3a5ae0f47980b99d9ecf67cd0f3788039f2

macos

blocked

jailbreak_detector

true

0.98

DEF2025_00002058

1,766,580,335,907

223.147.44.222

clean

Python-requests/2.31

cd0583fad327c3ff93de5ea553e3febaedc3a9a47ae4b9f5c5a9f975f3c233d7

grok-4

impact

backdoor_trigger

3,393

0.184

true

3

49

5cc585a58bd21ff68c1684a153c37b285932290e0ab86065a46bb8f9061e0601

macos

blocked

toxicity_classifier

true

0.88

DEF2025_00002059

1,766,533,535,206

31.195.212.52

clean

Python-requests/2.31

00eb7bcf603868b7db729a500de42cbd41ac5584520c4823319e29845ef0011c

gemini-1.5

persistence

benign_query

1,845

0.19

false

4

45

c72ec69cef01e367df12b515bf55360fb74ac788eeaac32eb5666ee6b06258ce

macos

allowed

toxicity_classifier

false

1

DEF2025_00002060

1,766,565,275,703

23.42.35.98

clean

curl/8.1.2

898f64038911a5b8407addbbc173d1b2e5b94b06723969ce574bd6c53c61709f

gemini-1.5

initial_access

model_inversion

1,629

0.01

false

3

31

2908e23612c8a7e2a6c8f87f1e9f12150758b1c59b8b67ca3869d3affbafc892

macos

blocked

content_filter

true

0.88

DEF2025_00002061

1,766,553,695,226

200.235.64.86

clean

PostmanRuntime/7.32

723851b3a5d9444c1ba5e5e95b97ca548d5402bbffaf7d96bd8dc9e17219dba4

claude-3

discovery

benign_query

3,422

0.813

false

1

17

934f05f9105f78261e045168f6676a034107fcc6462d069a459a669d74359e1b

ios

allowed

rate_limit

false

1

DEF2025_00002062

1,766,583,756,039

147.13.184.77

clean

PostmanRuntime/7.32

83776eca99219425aa68909081c01a89b4aab9d093481a6fd7645cfc39255940

claude-3

execution

adversarial_example

3,019

0.964

true

4

29

ebd34203ad06854431dfbcb2df9f2ef7615a1c093f747a80a14625c0986a3aca

android

blocked

jailbreak_detector

true

0.87

DEF2025_00002063

1,766,576,555,316

72.219.177.112

clean

Python-requests/2.31

9d390e2c434bb94df0c98db4f1bfa1875dd1972053a852d8ab59cf2b87e7ff82

claude-3

initial_access

benign_query

2,779

0.142

false

3

23

21965a7c020669f993ed0cb879926bd08870d787a0fb1e19d0590cbc43316831

macos

allowed

jailbreak_detector

false

1

DEF2025_00002064

1,766,563,595,883

219.238.212.1

clean

PostmanRuntime/7.32

4f6bba1a20434ceb5f080b3963c83025b059a51b4d1cdaafb848fc366d3cc2b6

grok-4

discovery

data_poisoning

2,536

0.382

true

2

20

f617de2a6ccee68ecf8c1c9b464e55773a14f0781b8c27740990d5811fa7a52e

linux

allowed

rate_limit

true

0.91

DEF2025_00002065

1,766,568,035,620

95.48.241.227

clean

PostmanRuntime/7.32

0010e716e9bcdbf8d6a75d7fd2acbdcb66e0a58843589312e440e10b93cb95ed

gemini-1.5

reconnaissance

benign_query

2,369

0.012

false

3

31

ebb504288b02ffd886c165659671e9bb62fc3672fd29c01e99430c36611dc772

macos

allowed

rate_limit

false

1

DEF2025_00002066

1,766,560,895,946

87.43.199.125

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

d1713f6d789bec86b768482823a760fd6d803edae1781a95db7aa6a3f32bc445

llama-3

discovery

data_poisoning

3,710

0.774

false

17

363

394c433772792059728d1c02a55c8fb7d34092e55cc90ad447d589d392001ac4

macos

blocked

jailbreak_detector

true

0.98

DEF2025_00002067

1,766,563,475,995

36.9.102.69

clean

PostmanRuntime/7.32

8c4d48fde1b4440687d9ae19cb304683e602eae613571b9de8ee6fa539ebf3a4

claude-3

lateral_movement

prompt_injection

838

0.708

true

1

22

c98da200b94600e3daf27a9e0716e3599e1f093587afaf1d4dd71352c8e3fee8

windows

blocked

toxicity_classifier

true

0.95

DEF2025_00002068

1,766,593,715,655

95.170.41.53

clean

Python-requests/2.31

3ec8e9628cc841220bd3054bbe7679c07ae229f3f5def351615043eaad80e37e

gemini-1.5

credential_access

adversarial_example

879

0.746

true

4

30

3b219c4865d37c551ada3dc8397626722109f31246baf1bf092299f05ed8e080

linux

blocked

jailbreak_detector

true

0.92

DEF2025_00002069

1,766,590,536,021

215.5.105.160

clean

Python-requests/2.31

44a6222416df11de556250d5d3df6be0b3072f331218de8521ce04f7d10df9b7

gemini-1.5

collection

backdoor_trigger

2,445

0.46

true

1

14

b66e36a4e205864a096b7f5e0844db741a7c95f8f1bb7333e8fcf8888eaf6b8b

windows

blocked

content_filter

true

0.93

DEF2025_00002070

1,766,552,915,884

53.241.247.233

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

c214a806fa1d30e8ac115eb34c1c97c31f599f9a46dcafebba4b3f72073abda5

gemini-1.5

credential_access

data_poisoning

653

0.637

true

7

101

c710ba50a448708263b19fde9786fb39444d319c216fca6039389c344e1a7b9e

linux

blocked

rate_limit

true

0.95

DEF2025_00002071

1,766,558,315,745

158.91.237.138

clean

PostmanRuntime/7.32

35014648c7c1815ce94d0af260b6e018d94a7e0188c1f97c96a4668d1cc0bfb6

llama-3

reconnaissance

benign_query

978

0.164

false

4

26

3ff86a7f4c3b6cec7daf6578104d83a83f0862603393d1b5b4aa1ac66bd409a6

windows

allowed

rate_limit

false

1

DEF2025_00002072

1,766,552,136,151

168.254.122.17

clean

curl/8.1.2

2644e6bd71e73230f0726a0379b7e69ddacdc8cef253bfbaedb54b9405103734

llama-3

discovery

benign_query

1,262

0.051

false

5

16

9cc0e4adc15de1e78b9ec60dec910039ae2090d1c5081982e4771c6be164f4c8

android

allowed

toxicity_classifier

false

1

DEF2025_00002073

1,766,536,835,401

18.17.64.88

clean

curl/8.1.2

8a341db0550fe2911ee59810c1f8d6a8c6323b12749530899fb1f4f639de181e

gemini-1.5

reconnaissance

membership_inference

2,179

0.854

true

2

35

d1682b77abaae6ad11723f8965083a3f450a81d75f7e057c1fe07477bf27fa76

android

blocked

content_filter

true

0.98

DEF2025_00002074

1,766,548,175,289

95.83.26.212

clean

Python-requests/2.31

4c5aa0c2fd9c5505905ffefe2fcd10094395a6df8792ea9c0f1b30a3f19bfe91

llama-3

collection

benign_query

3,483

0.852

false

5

13

8430b35c08fc4a96e35215f77a0ea884f4410f243d6f7a0072cfbcc3750e0e46

android

allowed

rate_limit

false

1

DEF2025_00002075

1,766,587,715,779

146.24.202.252

clean

PostmanRuntime/7.32

1b212857a0b350f9c99b1d335d0838860b1c197d89cf9e83ce657b56c2dd8529

llama-3

exfiltration

jailbreak_attempt

3,438

0.023

false

3

21

f283205b5b8bbd83f63a634b331738f22c691b41426cd2efbf19f752993d35bf

linux

blocked

toxicity_classifier

true

0.92

DEF2025_00002076

1,766,597,195,622

193.40.133.53

clean

Python-requests/2.31

ea9bb0b4dbf83b2f7959ceef9c220daacbc519b34553a717a9981c25bba48d5d

grok-3

reconnaissance

benign_query

3,314

0.455

false

1

31

1e519604a454f005f728ed4daf1da7417348bea19c77d3f8971629738116e965

windows

allowed

rate_limit

false

1

DEF2025_00002077

1,766,603,556,137

14.203.148.21

clean

PostmanRuntime/7.32

470479df5a22f80dd5bb32826d4b00bcb011b279a6457c882e01f3d2a52c2d86

gemini-1.5

reconnaissance

adversarial_example

2,027

0.115

false

2

31

9c6bd3a47bb6d2a67988c00138c1d61c34da88af8ab386ef8d2d2e4ab55fc9ca

linux

blocked

toxicity_classifier

true

0.87

DEF2025_00002078

1,766,517,995,654

163.143.56.98

clean

curl/8.1.2

9a198eae56884c0da48c3f6b41709a362828b578acb1eb37cfb582a59b70cc16

gemini-1.5

lateral_movement

benign_query

3,605

0.308

false

4

29

5b630b951af0d79ceb5752a84c102d0aec4aee3ede0b2fbd1fc69995e6a51d2b

macos

allowed

toxicity_classifier

false

1

DEF2025_00002079

1,766,529,935,462

115.51.203.47

clean

curl/8.1.2

cdc82b8af97e799b5276d386c2590bb3fd89c1898182c7328da2bc0c3ca9188b

llama-3

lateral_movement

benign_query

715

0.028

false

1

36

be5658123d1aae51e2c729d21dd6743a0bfdc4204d731f3ad9d9bf86879d7085

macos

allowed

content_filter

false

1

DEF2025_00002080

1,766,599,355,277

173.170.102.68

clean

PostmanRuntime/7.32

92ac2085af8721e2959ccdb02a4efde9a31fd6809bd12c2f3708946025c0928b

gemini-1.5

collection

benign_query

3,296

0.14

false

1

15

a15fe6f4d9ff2c8905ace21c8ae498b312a9ab4156c6b8a2279fba162246d8e9

macos

allowed

toxicity_classifier

false

1

DEF2025_00002081

1,766,560,115,398

104.251.185.7

clean

Python-requests/2.31

84f42c1bfbc2d25192982a28406bff226a17e433ecd7a7829daad721af4deeb3

llama-3

impact

benign_query

1,673

0.796

false

3

24

8f97732c2c71b2916c23c9c8f5873ea81d510041150fbcc90ba2054b3662bf0d

linux

allowed

content_filter

false

1

DEF2025_00002082

1,766,542,416,001

95.29.192.201

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

d9d1da01abb48666b02d33ac7a2f95f7c3eda6c1c4b4d12b80ed50bf33f273e6

grok-3

execution

data_poisoning

1,861

0.612

true

11

200

a36acb7b3847c91c4428d1eb09e19cd755f1fc8ad5a2fbde40adc2b577162304

ios

blocked

content_filter

true

0.96

DEF2025_00002083

1,766,595,035,816

208.13.194.62

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

21ef32eeb0479790fb32356012f832fa3c7cd1f3cf20ae14b897bda53481fdc3

claude-3

collection

backdoor_trigger

1,546

0.867

false

27

286

abfe8ae3009509a8101a96e0da99ed2c52891bb991b975fd762a0901e7582dbf

android

blocked

toxicity_classifier

true

0.87

DEF2025_00002084

1,766,559,455,821

212.61.137.11

clean

curl/8.1.2

163199c7742e28193bcef4859d4d0e78cfd9dce5c9507e6ff614d61ebd155711

grok-4

defense_evasion

benign_query

2,024

0.84

false

1

49

dce8309a4bdf3b0458469b59843ecc1e710586caee03296e2319077b2c7b6788

ios

allowed

rate_limit

false

1

DEF2025_00002085

1,766,569,715,882

171.196.71.148

clean

curl/8.1.2

5389b6cd08419181ed8e682e0563c3dc4e978a657ba2d29fa2e002f20cbfab6b

llama-3

discovery

benign_query

3,014

0.928

false

3

23

ed7ac78d4cb73d6389b85bafb8cc38b520f8b6a3715647079bcd07cc88ced45b

android

allowed

rate_limit

false

1

DEF2025_00002086

1,766,557,715,633

158.90.113.63

clean

curl/8.1.2

dca7e1e29acafa73f93fd22a96f5e8550d06a50e773ff6f7b75b75a9db1ae96a

claude-3

discovery

benign_query

3,552

0.343

false

2

29

ccd5366766928bb2042c92a11632069cd9f19c04e6a840249e71b73be707e6b9

ios

allowed

toxicity_classifier

false

1

DEF2025_00002087

1,766,520,395,515

152.254.233.132

clean

curl/8.1.2

62d0f13396336a5ba466b7e551df683b1d1ff69af94cecf3902f4e22dadb4f06

claude-3

execution

benign_query

2,794

0.434

false

3

10

fad662c0a20f13fe3924dbfe0b1a0021e904994128d68c808c816a24925e4bf9

linux

allowed

rate_limit

false

1

DEF2025_00002088

1,766,587,295,466

149.103.27.239

clean

PostmanRuntime/7.32

7463dba226c2ea707f0a31f0e1b4f6a41c0526a599532976ebbc3f6170f4572f

gemini-1.5

credential_access

benign_query

2,756

0.974

false

4

46

bb15b0e56e7774cf1e78627d48913fb2de1d9000c0bef933e195d8d98d5d89da

linux

allowed

toxicity_classifier

false

1

DEF2025_00002089

1,766,592,335,336

116.225.46.82

clean

PostmanRuntime/7.32

65a5b27f00f0646f47ab9001dcbeff9a6672354e5a82581432e025f400a5cf06

claude-3

reconnaissance

benign_query

1,200

0.407

false

2

41

5fd742138596acb03096bfdc7e9a651e0d1d2c4fa32c1353f5fff184bbce168d

ios

allowed

jailbreak_detector

false

1

DEF2025_00002090

1,766,522,855,737

72.167.94.207

clean

curl/8.1.2

441677608c4745af1067c4b43561187d88163eda350c51c848c1686132f6b019

llama-3

lateral_movement

benign_query

1,419

0.513

false

3

10

3f1e0c899b7bfd0a3141f7330791051cc2cca612a406c61710c0b02746ee150e

windows

allowed

toxicity_classifier

false

1

DEF2025_00002091

1,766,557,715,418

194.110.204.154

clean

PostmanRuntime/7.32

fd9149f19858319877e9d02f1d57c2ac4b2c7492cf8e4aa13f176dc5442d6fc3

grok-4

defense_evasion

adversarial_example

4,020

0.787

true

1

41

bd8f111ca1361db43744b7576990f950f25fb8d88a5baf944bf99ef50911032a

windows

blocked

toxicity_classifier

true

0.88

DEF2025_00002092

1,766,579,195,702

142.183.65.72

clean

Python-requests/2.31

81f0373267e33a0b002e71ee1a9a3b33add5357c7d9bdac5421da22001d0b900

llama-3

discovery

benign_query

1,021

0.348

false

3

13

c50895a46e3901eb2c34c59aeeee12276c20c52eff448a7f46e69dac7bded027

android

allowed

content_filter

false

1

DEF2025_00002093

1,766,589,635,658

75.42.2.127

clean

PostmanRuntime/7.32

f9ab13372ff6e3c3f44a41382a76e9cfc6eef8e92badcb443bbb2ed2ba0c92f6

claude-3

persistence

benign_query

2,420

0.04

false

1

10

5e48cae3204afe64e642ff6770d26bca05f0f386a8e686017cae9f2872108332

macos

allowed

toxicity_classifier

false

1

DEF2025_00002094

1,766,538,996,261

142.221.68.23

clean

Python-requests/2.31

02ebb03b91bd26fc88bb55ac6bcae767b28ed0f337504b9ab4a5b74726e1cb5d

gemini-1.5

lateral_movement

benign_query

2,121

0.929

false

5

16

515039df6ad7f293428968813bc0e71c1743ec2b984dcc698156f31077f4ab0a

macos

allowed

toxicity_classifier

false

1

DEF2025_00002095

1,766,568,575,709

49.135.225.243

clean

PostmanRuntime/7.32

f58ce9eae06bce36509ab4aae9238f86cb0067c7934321a3f19e3d7a2f53d6d8

claude-3

reconnaissance

adversarial_example

3,770

0.429

true

1

42

9fb8f242149dcdda469b0af9ea4e027019ec5930346b38cf230e1d724588ec63

linux

blocked

toxicity_classifier

true

0.88

DEF2025_00002096

1,766,520,395,410

135.241.98.96

clean

PostmanRuntime/7.32

c1cb0f1b88ea7410bacfa6c85c6703c867a2ddd3a5e6748a259aaafc3e3ad911

llama-3

initial_access

benign_query

1,950

0.732

false

1

44

39cd99ecdc600435d96a45a4db5c022135d75f417b901fcdeceae114a1367609

macos

allowed

content_filter

false

1

DEF2025_00002097

1,766,569,175,695

179.206.222.112

clean

PostmanRuntime/7.32

c37ac40428fbe1612b0ce50435926462645664042e623a541d3063a092f03526

grok-3

persistence

benign_query

2,162

0.919

false

2

36

82a576346d8d2cff572b012d67f18fedce1e01450e8e9e9ab9cb5cbc5193b4f3

macos

allowed

jailbreak_detector

false

1

DEF2025_00002098

1,766,555,975,382

112.137.77.145

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

079626f426183db6026810801f12489e4720a7308666e58fcb9bac34e15c8c59

gemini-1.5

credential_access

data_poisoning

2,030

0.905

true

16

344

0ca4e6e912533fae6f6bd001a0f678070ad2be3446c459daa1143929df5b71bd

linux

blocked

toxicity_classifier

true

0.89

DEF2025_00002099

1,766,518,295,427

95.111.32.102

clean

Python-requests/2.31

45971b13280572fea33b65f0fd84c6cdc819b4713b151b3430320c459bd73da3

gemini-1.5

execution

adversarial_example

1,516

0.4

true

2

20

2c5fff6cd07b4e4370fe416adddf60931c6cbedf84c27dc83dab32223e7f4d6e

android

blocked

jailbreak_detector

true

0.91