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_00008100	1,766,540,634,001	20.41.3.12	clean	curl/8.1.2	d5ec61be9ee067f6e2b14e5e08f5c70a6787e7474638ae6615e8ea169397a3d6	claude-3	initial_access	benign_query	3,484	0.612	false	3	33	4c63454afa1523c17fbf721f201882b7d5b005fdd78609191af693de95d72916	windows	allowed	content_filter	false	1
DEF2025_00008101	1,766,548,914,336	48.213.31.156	clean	curl/8.1.2	ce636add8bce69c603c113774ce7fe97ecbaa51bb67e16d1e0661733c9b3f348	grok-3	defense_evasion	benign_query	2,832	0.143	false	2	36	fa999bf98df4f122191ebc5a4a853685f7c91b351ca54a3545fb4e9a7863d691	linux	allowed	rate_limit	false	1
DEF2025_00008102	1,766,578,134,297	139.92.26.215	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	e7aa8de50225f198e1bcb111d2e335efa3b5f6dadef33e1003fa1b201cea87f3	claude-3	impact	model_inversion	699	0.072	true	10	282	6d93a8a13336b0c981d7f11e8eb191886b08b48f7b559927c210807bbefecc26	linux	blocked	content_filter	true	0.94
DEF2025_00008103	1,766,549,514,466	124.37.137.231	clean	Python-requests/2.31	f7690c8ee639dd4474e5194f6dde2323dc018a1a690f632c782229ca5bfa07a8	grok-4	execution	jailbreak_attempt	3,631	0.643	true	1	29	91ac3567472101616c3b2b64d08d58638772820d3983de11bd18b807ba845270	macos	allowed	jailbreak_detector	true	0.86
DEF2025_00008104	1,766,522,813,823	182.84.249.169	clean	curl/8.1.2	e9c5bd98453fe6610755a64ca168a94515aee4ee4e6bd509180081105577fc8d	grok-4	impact	benign_query	1,141	0.474	false	1	29	bd37d7847efe27999433a6e8ed9f8b52a00f77ba1317126573af667a638e6337	android	allowed	jailbreak_detector	false	1
DEF2025_00008105	1,766,553,594,205	24.19.148.148	clean	curl/8.1.2	a23e53e30e382375207d844332b39409b486359e400c21f228a3e0c4e7f45e83	gemini-1.5	exfiltration	data_poisoning	4,073	0.907	false	3	27	db6c5f74fb36d63f81f8014ed8d61c8f314e9d6284ba50c9f1e22759623da88a	linux	blocked	toxicity_classifier	true	0.92
DEF2025_00008106	1,766,570,274,062	162.0.203.134	clean	PostmanRuntime/7.32	654d8de5e257fe2a129e6857841051f6349a2e800a886c530287a4362c6b3c5a	grok-4	exfiltration	adversarial_example	2,440	0.775	true	2	48	d9c2b2e35fa584a79561546f28bbfd7eb9102423b056d004f8129610fc72c075	windows	blocked	content_filter	true	0.88
DEF2025_00008107	1,766,535,234,082	15.5.231.253	clean	Python-requests/2.31	41f3cd82d9c6ae6574a57640bb374dd72ddc51f206522832289fe01e374bbd5c	gemini-1.5	persistence	benign_query	2,852	0.716	false	4	32	9edc95047cb1486a4cf352d070a443fc34b2d232471361b5a16229d6182aaed2	ios	allowed	content_filter	false	1
DEF2025_00008108	1,766,577,713,866	7.41.74.48	clean	PostmanRuntime/7.32	ef9c9411e1689becace378c1f82bdeeff4131d44231c6e04bcf9f37775303d05	grok-4	initial_access	adversarial_example	794	0.47	true	1	19	706b9620f0f12f93b54dd01cf047ecc3580acc5fced3c685be156d54a9f09ea7	windows	blocked	content_filter	true	0.87
DEF2025_00008109	1,766,546,214,663	216.139.2.27	clean	PostmanRuntime/7.32	d37e7fb064cf8d7703893a54f4a774f2efc5ca7d6dc03b4074a2867b2ea5e4ee	gemini-1.5	collection	adversarial_example	2,097	0.787	true	2	49	570e6dc459aa0b9108320c553536fbf1df78b5feabae4c956c747d18fadbb3dd	android	blocked	jailbreak_detector	true	0.87
DEF2025_00008110	1,766,600,094,594	127.148.95.139	clean	Python-requests/2.31	b1f262db4ded4c5db3427451cea95e45825aa9c86932bf448f023e97f0901601	grok-3	initial_access	benign_query	2,383	0.311	false	1	30	82dd4cfa705062271cfc46a1e6c9e47351741e0c53cb16a04f0b4ea150eafa85	windows	allowed	jailbreak_detector	false	1
DEF2025_00008111	1,766,595,473,904	134.9.174.7	clean	curl/8.1.2	787a0a00805acb04623635a4f514b716f03a6577fef4a11367e6a4f16dd0c887	grok-4	persistence	benign_query	1,779	0.679	false	2	17	bacb3761675db53b78b9ee122e109c22d7f7b1d517bc6ad073614f33a078500c	linux	allowed	jailbreak_detector	false	1
DEF2025_00008112	1,766,563,734,220	201.127.49.79	clean	curl/8.1.2	c9bf75149084c361c86dbb6d1248e5ec9df97d0900176332185466724f751b88	claude-3	impact	model_inversion	578	0.973	true	1	43	6b01381dc2c13fc3748965ca97c95606a881bedfd7aaa91e5799bb51226e3d5c	android	allowed	jailbreak_detector	true	0.95
DEF2025_00008113	1,766,594,094,728	221.123.61.180	clean	curl/8.1.2	34cce955924bb09697968878c566616a88ce789c8ca24b74304ee8b0bad1649b	gemini-1.5	execution	benign_query	1,022	0.886	false	3	49	380db938bad017c728a55d3d0df26138f0f535861f22984de949219e79721c27	linux	allowed	rate_limit	false	1
DEF2025_00008114	1,766,532,534,166	41.36.251.220	clean	curl/8.1.2	a1d675c0d54f9437449c53ccc8acbd0e5b4ce6881540dbf8e733890256869ffd	gemini-1.5	discovery	benign_query	2,618	0.735	false	4	21	788c18ae6c819785c438257c8d5a652f648c74874f2cab9bbcc179984667c2c6	macos	allowed	content_filter	false	1
DEF2025_00008115	1,766,523,834,023	9.118.39.218	clean	Python-requests/2.31	5a7bb84cca31508beaa3ac3d3ec2a585045a444cfab444e459326ecf38bc2f73	grok-3	defense_evasion	benign_query	2,500	0.466	false	1	47	4a718c8b6fbd9f7e1edb9c8061855ddbab1e45b1ce83c9d736689bdab5d70d79	macos	allowed	toxicity_classifier	false	1
DEF2025_00008116	1,766,527,974,042	45.7.46.213	clean	curl/8.1.2	5b627334cc4385305e3fe52ac9ec175cb80679ccc968a83e7cc0dbf27caa8eb0	claude-3	discovery	jailbreak_attempt	778	0.915	true	3	12	2db262b610c4e528d1603a9a95c43a0125fcfb8344e40240447a07fa4067277d	ios	allowed	content_filter	true	0.91
DEF2025_00008117	1,766,580,474,215	32.22.36.218	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	a6fa2e41428daf157404f3ac43d147d8e4f5bf70387326fdafad654858fdc745	gemini-1.5	defense_evasion	model_inversion	2,444	0.805	true	23	137	a2cc7d5a860ee3efb1a2b1b65baf574bc18d0ce5d1807877b9ea0d901cfb619d	android	blocked	content_filter	true	0.96
DEF2025_00008118	1,766,538,294,493	15.15.220.55	clean	PostmanRuntime/7.32	35bc0e405c783b8b58dedfbce5d5c073fa19749556fa94406bc32e7fc6f40c54	llama-3	discovery	membership_inference	3,313	0.087	false	1	18	4588bb26969815314b9f1d4471fe857a213225bef53e3ba017d09a375c90eb47	macos	blocked	rate_limit	true	0.85
DEF2025_00008119	1,766,555,874,577	3.8.17.126	clean	PostmanRuntime/7.32	7cedee9b43b0fd6df87a7059c50fbe75e9311a0dd7dcf9f605975d84100f26fe	grok-4	collection	benign_query	563	0.84	false	5	46	e904a8b97bff343c03982fd2b3b13ddfe13cf4b403e7680457f496b86dd07fdf	macos	allowed	jailbreak_detector	false	1
DEF2025_00008120	1,766,569,194,775	85.199.209.69	clean	Python-requests/2.31	f6cfce353554a4f5b962d59f555b7540ba0b2d47773d5d4165d49c3be773920e	grok-4	persistence	benign_query	1,659	0.351	false	4	39	0855464b9bff370ed28eaa31e8042f3c2b2c91369cf6d1d30385647707caa865	windows	allowed	content_filter	false	1
DEF2025_00008121	1,766,578,614,454	55.124.178.200	clean	Python-requests/2.31	9fa5a6797eec6da83d9676d48fcdbe4c9a9c5a421e4ddb0dc832f333370a9516	gemini-1.5	lateral_movement	benign_query	3,207	0.878	false	1	46	f3791878a4518a4926cd0f70953c4861ff6613393989680408f191fe53836f28	linux	allowed	toxicity_classifier	false	1
DEF2025_00008122	1,766,558,634,039	194.35.236.64	clean	curl/8.1.2	65def5c7a3a53dacd3be0a581c6656d63093aa441b9868428c153dfb553fc44b	claude-3	reconnaissance	benign_query	2,636	0.043	false	2	22	40453888860e94399218bf4d54a0c7efd930b7479215523e94a204156c516e1d	ios	allowed	toxicity_classifier	false	1
DEF2025_00008123	1,766,539,134,645	68.243.112.51	clean	curl/8.1.2	da2cb9a8777220b063588c159466fe0025f0f0c9944a40f96329ebc22182874c	grok-3	exfiltration	benign_query	567	0.243	false	1	36	b0e28bfeb588a72f27860fe00861ce0e2d0a6d5b36bf4c994b1337b5e465cc38	windows	allowed	jailbreak_detector	false	1
DEF2025_00008124	1,766,529,474,601	157.204.209.80	clean	curl/8.1.2	4573f558b24be6ead43bec22331f16300ba6872f12561e0e63d488c3f056a51f	grok-4	persistence	benign_query	2,123	0.865	false	5	30	4a29a9bd8af18a7f01a5e2c8f3b266e0a827c227c4427bda47680066e926920f	ios	allowed	toxicity_classifier	false	1
DEF2025_00008125	1,766,531,814,200	124.14.156.143	clean	PostmanRuntime/7.32	6d8ed49051e6ac49f7073225c6bb44f454b1dd9a2f14b27f75f1586ad11dd5f4	llama-3	discovery	benign_query	4,026	0.092	false	1	24	b5ff55ba20ed9577813fd2a58c2cd843e0396b575ce67107045f8576008b0825	ios	allowed	rate_limit	false	1
DEF2025_00008126	1,766,529,774,467	93.179.229.116	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	e7481336b5ff5cb786ea86f3337fb75cddaf7a0a07b9fe61856842b848ed5e7b	grok-4	persistence	jailbreak_attempt	2,913	0.733	true	7	117	15ccd92453c98df797c93a4cafd9961a880ba03f30659dc2ef158a2732030f05	windows	blocked	toxicity_classifier	true	0.92
DEF2025_00008127	1,766,554,973,943	49.191.105.17	clean	Python-requests/2.31	1346ddc4edd577b96bcdf749367ef463c79a3b467dc9428628cc37933f7f31fd	claude-3	initial_access	benign_query	3,707	0.481	false	2	45	b9278cbfc02dd6163162d83f08d7d17f798cf3a87d1745667c9dbd1614581005	windows	allowed	jailbreak_detector	false	1
DEF2025_00008128	1,766,572,254,565	124.242.153.84	clean	curl/8.1.2	babbc5b142acc6e71541794e7699846186ae91e6f06fbdca9c78afd66e919e99	claude-3	lateral_movement	benign_query	2,937	0.34	false	3	39	a825b1f611cba3cf56886efa8567b19abf328b94c6502bd7bdb86e24812155ea	macos	allowed	jailbreak_detector	false	1
DEF2025_00008129	1,766,530,374,093	3.189.222.208	clean	PostmanRuntime/7.32	ace7a6b2bde1f9ce9df42d47e5ec26524658c808171a41ad7d6ebd6b555b6df7	gemini-1.5	credential_access	model_inversion	1,695	0.517	false	5	14	962061d5450b8a0331e62b8d54f09f3989570497abe2fee06889c593d491bd97	ios	allowed	jailbreak_detector	true	0.95
DEF2025_00008130	1,766,578,194,580	108.88.137.157	clean	Python-requests/2.31	da0d059fade8020ee653a6d2df0293c60019e65dc5a42d7c7e89a724986ad4b8	grok-4	impact	benign_query	3,170	0.68	false	2	45	25f04a33a50b94412dfcb182eb65e1308958aadd4bbca1d1bd6ee26bb89764d1	windows	allowed	rate_limit	false	1
DEF2025_00008131	1,766,554,314,320	44.151.0.205	clean	curl/8.1.2	b92a8f158ca7647d3b1feff17966a0e3ca7ce2bb5c24a2156dbf54e9a50b4804	claude-3	exfiltration	membership_inference	1,442	0.121	true	1	29	26a8c85845458ff255e73123b7e4d2fba50d1e7f57cd16c06cfc9ff158592c0b	windows	blocked	content_filter	true	0.95
DEF2025_00008132	1,766,524,614,299	220.186.168.201	clean	curl/8.1.2	040ee9ee2835db38661774d9c5e24932081b4e5f35330e70cbe8cc8c69bdd89e	gemini-1.5	lateral_movement	benign_query	1,654	0.228	false	4	41	dc00e95f650276913082df4a88ba978380d413d3dfca503caefd92751ed6b0f6	android	allowed	toxicity_classifier	false	1
DEF2025_00008133	1,766,551,854,325	188.218.171.62	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	52dd0c168ede258fcf041ee9ec83aaeb82da64303ba2ef7725fdb73b9e76322d	gemini-1.5	discovery	membership_inference	3,321	0.753	true	19	272	07f0684643a8a2116e22b0bbd8f78d2b80899bf3e8398ab87f7c7ad869b4ef78	macos	blocked	content_filter	true	0.88
DEF2025_00008134	1,766,580,534,053	72.62.88.149	clean	Python-requests/2.31	ea0c35a4eab56bc8867b673c5a01238022657acb1de7a93f91b524077614cdb3	grok-4	credential_access	benign_query	3,226	0.051	false	3	23	0a505e20a6a031a4d391d47de27652ff1ed23505edb804713bf7d6fb9a45b601	android	allowed	jailbreak_detector	false	1
DEF2025_00008135	1,766,551,974,599	195.36.208.186	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	b2241176647d49f9e3dcbad630e986ebd9e0a35616449d574d640411985e453b	claude-3	execution	model_inversion	898	0.155	true	20	320	3bd5ab6b25b239781bbc443a524c852a179f6370241ce14d06e908bad1e8eaf0	macos	blocked	jailbreak_detector	true	0.88
DEF2025_00008136	1,766,592,954,137	128.32.191.2	clean	curl/8.1.2	d5bb5c7c1a0bce99de2246c75c43c28e5c0300afc3106737458a9b75850d7168	grok-3	discovery	benign_query	1,416	0.637	false	4	30	8840b467d57b98b7c5921b9261d77b1d98013efded2a102f555d30eff5a69772	android	allowed	content_filter	false	1
DEF2025_00008137	1,766,520,354,367	37.216.216.80	clean	curl/8.1.2	5ae230a498a5475cabecf1e7f577efa047ff55b7037547bd396cc6abbf6d84e6	grok-4	credential_access	benign_query	1,725	0.804	false	4	44	2be1a1d8407a346977be130cc606dcf70cc40556f42fc903a4cdb4c203af62bb	android	allowed	content_filter	false	1
DEF2025_00008138	1,766,533,974,593	113.253.0.23	clean	curl/8.1.2	d1b27d590e8e66974cf326013df9934283a0184f0cb8db9d4b0d7ba6cf0637e3	gemini-1.5	discovery	model_inversion	3,840	0.124	true	1	43	21c3f5931ce0a4a53f60bb188a1fe17618c24f66fcbc55a6da6f1cb10c8a95bd	windows	allowed	content_filter	true	0.92
DEF2025_00008139	1,766,571,894,625	15.156.44.234	clean	Python-requests/2.31	1abf0d895041ff3219289c2da0257e917e0656d7317b693b983193ddb0c5dfb7	grok-4	execution	prompt_injection	3,644	0.363	true	5	25	ac8926004586891e80b51125fc9a3c7b8ee2d0aff2df3238aecf7fce88e79f70	linux	blocked	jailbreak_detector	true	0.93
DEF2025_00008140	1,766,549,993,944	221.193.201.58	clean	Python-requests/2.31	0cd80c91d835c3af1b9e26142fc9f18290eb396be0c1774378292501c5caf2ee	gemini-1.5	initial_access	benign_query	606	0.893	false	3	39	3065ea3a09e42d8fa194beb7aad7fb285788802b63d0f1dae6f53236e7838531	macos	allowed	content_filter	false	1
DEF2025_00008141	1,766,561,694,841	177.146.170.121	clean	Python-requests/2.31	bded9ef9f76e8a10e1153f076f6825191e4eef1e2c6b20abea2b48d19c943ae2	gemini-1.5	reconnaissance	backdoor_trigger	2,201	0.838	true	3	19	9444ae38d5a9f765128cb30253a22285fceb9474fe23991e7973b63882e85242	linux	blocked	rate_limit	true	0.86
DEF2025_00008142	1,766,596,434,437	26.167.180.123	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	bb3f30321c458b059b106111892b6342e433fcbb049d642580d33de001680fb5	grok-3	reconnaissance	data_poisoning	2,836	0.059	true	10	190	9f08934bec77273d0e6391084cc4bbac4ce33c430796091438907a68b3980f9f	windows	allowed	toxicity_classifier	true	0.92
DEF2025_00008143	1,766,538,294,561	72.248.98.228	clean	Python-requests/2.31	f30e7df01d651f89c015a74058ba21f44c91fd96ee5b28a2ed562f7bd3ff8e2e	llama-3	initial_access	benign_query	517	0.112	false	1	41	43a50bf3040e8aa6bacdc46517190e99803a3f2277b9d590109d99ec6b142523	windows	allowed	toxicity_classifier	false	1
DEF2025_00008144	1,766,592,834,272	4.2.235.215	clean	curl/8.1.2	91571b22a5faff3966278aee3c8292208bbb416c6a68a80bf4566141064573ea	grok-4	credential_access	benign_query	3,734	0.189	false	1	26	e65a2eb6809501e475fb90c4e5d8be024c70c89abe371992dc796ede45653f5c	macos	allowed	rate_limit	false	1
DEF2025_00008145	1,766,595,113,995	204.219.8.194	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	0a26489a81ee1da167b299a568ccd66c46eb25bb7b48ea894b1aad2576a3714e	claude-3	execution	model_inversion	4,011	0.355	false	11	204	a9100247fc0cd6cce62f9abae4c3f98317be65e7e67b06ba8ea2ab5a57dcca8f	linux	allowed	toxicity_classifier	true	0.91
DEF2025_00008146	1,766,519,274,253	66.181.149.122	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	2e139e96f9914b1c5a8391e6fcc397873ddfeac446b7342b5834117f54a454a0	claude-3	exfiltration	adversarial_example	523	0.555	true	30	198	75c85eccfa295bf4da9e80f4e39cb6b1b110fb48860b822b93cdba879277c2f3	ios	blocked	toxicity_classifier	true	0.9
DEF2025_00008147	1,766,519,214,214	47.94.174.164	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	f5f3e301988e12ed6ec7bf98e11f6021aeed971198472ba023c12ad85cd34453	grok-3	execution	backdoor_trigger	2,496	0.934	false	12	147	23bd12b05f86765cf520ef88b7a2fb42d2d366d67205c898c8c137edf95929af	windows	blocked	rate_limit	true	0.89
DEF2025_00008148	1,766,541,293,974	204.184.239.136	clean	curl/8.1.2	06516dd6ad85ddb6eb7b81d88aeeb546d115eff3e74315075c8136ad9bcba54e	gemini-1.5	persistence	benign_query	2,829	0.028	false	4	41	4bd7adbfd1b41023b58423fd7cd4e8081e50bda0894856df9c8146ba8c440318	ios	allowed	toxicity_classifier	false	1
DEF2025_00008149	1,766,597,514,100	181.28.183.55	clean	Python-requests/2.31	9a1d7e8dd59d705788c8afe1cc50edc86062a8bf0999e5d7474c826e58185e92	claude-3	initial_access	benign_query	2,814	0.038	false	1	33	70767bb952b34efe9ab60b740ce8d41a735bca8cedfb77b78239cf4da3b4bcb1	windows	allowed	toxicity_classifier	false	1
DEF2025_00008150	1,766,526,114,168	221.2.122.162	clean	curl/8.1.2	df231470b47d440ac6faf950186f01c281e1f81bd64f3e67f73dc0e4c88541aa	llama-3	impact	data_poisoning	3,744	0.805	true	3	41	48c01fee8a7ffa761ddcdea15e3a7cf80cb83629fc597fd68a596019fe3d26f1	macos	blocked	rate_limit	true	0.94
DEF2025_00008151	1,766,554,734,374	211.182.130.7	clean	Python-requests/2.31	d5722d6031d853e7d107d0c7f170976f71d7c09cf80d05e67e23af7a6fc7b4db	claude-3	reconnaissance	backdoor_trigger	3,954	0.474	true	2	28	fd1da3d6a7e98e112fe06fb50453f0ec68cf0f24628569d0568182e7bc5e0627	ios	allowed	rate_limit	true	0.85
DEF2025_00008152	1,766,524,254,297	211.142.251.151	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	4ef34efc2a6584f6fac01e4ddd47d09f7f2e74e702f48e7194661d152876edde	gemini-1.5	defense_evasion	backdoor_trigger	3,290	0.798	true	18	257	f07667f9b846530873c57e95260c1dd7dce819ee677cba44a500d7c142ac26a2	macos	blocked	content_filter	true	0.88
DEF2025_00008153	1,766,553,774,426	118.84.49.240	clean	PostmanRuntime/7.32	15c198e0772b8a8f8481707b8ce77584dd58296c0932b91cd9a8aa6a0de7c63a	grok-3	execution	benign_query	3,263	0.511	false	3	49	82b383ccf97c24ae7f08a92f89ecdf334c85745a1772b2ac55f4cc39c8106866	ios	allowed	rate_limit	false	1
DEF2025_00008154	1,766,553,354,195	110.215.39.117	clean	PostmanRuntime/7.32	beec6b9ca08f4ca346c78889fcd97b8dc52ac3dae9d697c6663cdd9552bf29f6	grok-3	lateral_movement	benign_query	4,004	0.295	false	3	20	4377048cff11c2e50149144d7e4e27b4db760628fb2aa7174f15588edeb25287	ios	allowed	rate_limit	false	1
DEF2025_00008155	1,766,573,754,507	46.27.116.17	clean	PostmanRuntime/7.32	1adcf39b3cac464184cd4f200b8e855e6d8c3b920688484aa5e125789f60c5cd	llama-3	discovery	benign_query	1,013	0.465	false	3	43	93ff54cc937f258c6e330a159e335a9c75e667fb33295267a3f26d4805582702	windows	allowed	content_filter	false	1
DEF2025_00008156	1,766,580,834,777	105.181.96.85	clean	curl/8.1.2	c468ab926a3b300a467bad55f7b6960acd43276508582cb585334ffb55a2b103	gemini-1.5	execution	data_poisoning	3,914	0.553	true	3	11	1937b9ea1dc6f52441c10bc82f4f74edd66a64b89d3972c37b792c907e340b7b	macos	blocked	rate_limit	true	0.96
DEF2025_00008157	1,766,535,473,997	133.185.34.121	clean	PostmanRuntime/7.32	1cb175275a3135bc54336fe0eee5e5e80553f3fd275ce5184fbbef36aefb8cde	gemini-1.5	lateral_movement	benign_query	716	0.729	false	1	34	8fc1b03b0200cf8d5a96a6655382e863f2384e7527c49144fc76242d83abc78c	android	allowed	toxicity_classifier	false	1
DEF2025_00008158	1,766,589,773,984	205.204.131.135	clean	Python-requests/2.31	c3c247ef86d650487a657fba9840c8a4863ef4ea5d6184645927f10f1724cd7f	grok-3	defense_evasion	benign_query	1,453	0.448	false	2	23	41a727da51d0d7099dcf338e55a7ec975847b748705b727a38bab838f191290d	macos	allowed	toxicity_classifier	false	1
DEF2025_00008159	1,766,536,434,152	76.246.79.136	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	97cdc3a5f2fd9a4c48998264575626683a9e0d2796254671f179796f1088f30d	claude-3	exfiltration	jailbreak_attempt	3,282	0.28	false	13	156	3bfa78c547fb468307b93b942a0604083657867729e48368c0aaeee5b1bebca1	ios	blocked	rate_limit	true	0.88
DEF2025_00008160	1,766,547,774,284	99.41.143.176	clean	Python-requests/2.31	3fb39f3fe838f55ecea473a2da373897c67d7aa99520db74ca8905ffb8bea281	claude-3	reconnaissance	benign_query	2,143	0.318	false	5	23	f20fab73343d092757c456d5d57609a1abf5de62c49ead2a5d227503d17368e3	macos	allowed	toxicity_classifier	false	1
DEF2025_00008161	1,766,591,934,531	112.253.141.157	clean	PostmanRuntime/7.32	e125379f3eef40de507b5a0dc2d444a1a35500fc77aa71e826344db525e0882f	gemini-1.5	discovery	model_inversion	2,289	0.269	true	1	38	ce10bd4d1788bab4de52bb2dbeb3f92c5f55668b91adc7b5389cee5346e85935	linux	blocked	rate_limit	true	0.87
DEF2025_00008162	1,766,543,814,653	147.194.143.123	clean	curl/8.1.2	c6bcd2c5742948f4e0465eb0e386e50f4210ee8ddf5e0775f9d0b5ad644e90ef	grok-4	initial_access	benign_query	1,641	0.958	false	2	42	c07d7a768510dd3bf1c885ea64227d5a4c9495655a74631dc1841e60a6180745	linux	allowed	jailbreak_detector	false	1
DEF2025_00008163	1,766,555,934,180	63.103.84.140	clean	curl/8.1.2	b26146a5a9d44ce7ba5bff22d0d5eb343cbc1cca7955782093e831b9bf43b47e	gemini-1.5	lateral_movement	benign_query	1,041	0.497	false	1	25	d591b7896f7bdae31eaddf0a721b2804af5f4311c40fe73de05442687cad979a	macos	allowed	content_filter	false	1
DEF2025_00008164	1,766,544,294,517	120.158.253.68	clean	Python-requests/2.31	fa40df8abf2b57135a58d2a4394cb028f7d453c5925cbc1b06d9ca51c72db510	grok-4	collection	benign_query	1,447	0.193	false	2	32	448599069d858c885c57261b5bf19ab669fe5bee1fa1eec7e3d7a0913559b025	ios	allowed	jailbreak_detector	false	1
DEF2025_00008165	1,766,591,454,573	199.88.161.125	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	51dcd1c2c277a1cca89611e9f3012fcb8d4e18cf47871977c8f645302f03de62	gemini-1.5	execution	backdoor_trigger	1,267	0.459	false	20	317	b3c5548878528badd5c1d5b4f9e976f52bee855e1b4685ec8c3e05fb1c74ca90	linux	blocked	content_filter	true	0.92
DEF2025_00008166	1,766,530,794,365	93.133.197.118	clean	Python-requests/2.31	b9474c925b2257bc6a20fe06c35248c09a46d77adb783862ca6c925151b43d92	grok-3	defense_evasion	membership_inference	1,913	0.902	true	1	15	ae8584b4255a93a38d4d087e22bf496fb64560ee7e29fdac73553da000ca91f0	linux	blocked	content_filter	true	0.95
DEF2025_00008167	1,766,564,394,313	43.73.165.119	clean	Python-requests/2.31	2f69fbc238d964fc3f6201073a986ba5bffdc2f1cf5ceca0498ecec6a7a81ebe	claude-3	initial_access	benign_query	2,804	0.48	false	1	32	1bce07cbff16a5033cdf5132f2bc52d5610a564d06e378e0dd605db9b5e17e14	macos	allowed	jailbreak_detector	false	1
DEF2025_00008168	1,766,586,894,522	145.200.200.214	clean	curl/8.1.2	023a34b14b619df3c417ecd82db2fb97239bdd443badd8e26836485d8186e168	gemini-1.5	initial_access	benign_query	3,478	0.596	false	5	13	8a8d5a08d48c112817e2f17ff932cdf977e0667dd00c6ba3680fa3201842a46d	windows	allowed	content_filter	false	1
DEF2025_00008169	1,766,552,994,376	46.36.210.76	clean	PostmanRuntime/7.32	16ed0d1717f9403c912be9d25eba376e63b32ba9a58832a9d5e8de45aa674b77	gemini-1.5	reconnaissance	backdoor_trigger	3,727	0.157	false	2	20	d1644bafecb413a087266aea0c0529e23dfe6593d429d6aa7d4184dec9e9d918	android	allowed	toxicity_classifier	true	0.88
DEF2025_00008170	1,766,575,134,155	6.40.235.231	clean	curl/8.1.2	5cf63edc658a766fdfd9bbb1f103d002522fbebb3c5786b6f7bb474a8c2243f6	gemini-1.5	collection	benign_query	1,785	0.911	false	3	23	59d2d266a180a120cd33320d2821e115e06dbf8e787672e88d53b369563fccd0	android	allowed	rate_limit	false	1
DEF2025_00008171	1,766,551,734,927	209.116.47.80	clean	PostmanRuntime/7.32	a2a028d3bbfaa52dba4d9182ebb3da625fb40325318bc9e16aaf4c7722d824f4	grok-4	discovery	benign_query	2,593	0.684	false	1	32	a5742138ff4ab21e5d43165357f0a34c999fce14d50b646c0b5647531621d606	windows	allowed	jailbreak_detector	false	1
DEF2025_00008172	1,766,561,214,312	176.66.163.88	clean	PostmanRuntime/7.32	fd0383e95f5a09bbd0cda5d08f48b3e2aea9911f9a1d2d626b637c4a7d3ac964	grok-3	persistence	benign_query	3,008	0.98	false	5	12	19818c65d781109a70d2e223c373f004714bf2a022a4c0ec4d963dd522897d38	linux	allowed	content_filter	false	1
DEF2025_00008173	1,766,554,374,802	150.208.11.61	clean	PostmanRuntime/7.32	d63955dd461ad3a36ead26b7350b920ba3bf9b3b01ff9c6197d909095917fb3b	grok-3	reconnaissance	benign_query	1,228	0.339	false	5	20	e6227eb5883c8b2804c3ab26c2fde1c66f96fd10fa1e685447b0eaad8b5cdb7a	macos	allowed	rate_limit	false	1
DEF2025_00008174	1,766,555,334,314	139.232.226.249	clean	Python-requests/2.31	7d8a2d603cdbfb89d8b6392ca691784ccc56070cd408b07b1cc90a356e78b8ad	claude-3	impact	benign_query	3,006	0.139	false	2	21	4b1b1be4d7a27c6780117635d9fc880002d0fb649d5b5c635341fa44418221dd	ios	allowed	content_filter	false	1
DEF2025_00008175	1,766,535,294,436	179.138.155.19	clean	Python-requests/2.31	6c300295400e8d0a7d02a6302a2ce82fec0d3174b146d312e6e961ed84ca9963	gemini-1.5	execution	backdoor_trigger	2,805	0.426	true	2	30	f7c101957ea49e998653bcf73efc1eebba542f101d3ba3363ea0da96a62c0071	windows	blocked	toxicity_classifier	true	0.97
DEF2025_00008176	1,766,562,174,553	69.104.73.166	clean	PostmanRuntime/7.32	8774f6e54bf0fc8eb085478a309911b27185b12940b0c9e937b7370bfa6c4a6c	gemini-1.5	persistence	benign_query	3,587	0.435	false	1	35	7c2ddc1ebf89f7e2d2b5d5978d3d015672bb0363f7a4e5f63f27953ff423a1d8	windows	allowed	jailbreak_detector	false	1
DEF2025_00008177	1,766,590,914,467	57.87.92.43	clean	curl/8.1.2	82a6eb60cf6011adf09973b5a293acfca06eb95b6f947224817a695698446b17	grok-4	persistence	benign_query	1,135	0.437	false	4	11	cd8d02a30e5d571f3d480d8951ebbaa3283ebe3d39311a9f76c25a91fcb0c0da	linux	allowed	toxicity_classifier	false	1
DEF2025_00008178	1,766,546,754,376	200.221.186.43	clean	curl/8.1.2	b96d8188b3b503ecc2288a8c3cb2f6850eb20dfb74c1faa3d31f315df2cd96cf	grok-4	credential_access	benign_query	1,856	0.396	false	5	31	1afcb9254509b3ffa84c527c07187bdbd3c4c9070aefbc6a89f032b4228e94cb	android	allowed	jailbreak_detector	false	1
DEF2025_00008179	1,766,581,854,323	94.194.95.41	clean	Python-requests/2.31	da71a0dcc0cfb71c6967cd905d145200a50f92e31c0a565ba48aa8bfbcdb2d8d	grok-3	lateral_movement	benign_query	2,197	0.21	false	5	43	21ed8b2db5ec9def137fdd7c53db0e2836f2d7ea8310651b37472ee5e3b781d0	ios	allowed	toxicity_classifier	false	1
DEF2025_00008180	1,766,533,974,434	196.195.197.29	clean	Python-requests/2.31	25eed4baf2ff32f363bcea3c761d64535d02629c62b8eaa8a5e3b5be46e1bb98	claude-3	reconnaissance	benign_query	986	0.416	false	5	24	224fd684287ac2aea7f59c066ae1cd31468586c2a45dc76c6b9a9723a05bb867	macos	allowed	jailbreak_detector	false	1
DEF2025_00008181	1,766,542,554,455	194.232.98.62	clean	Python-requests/2.31	5e01a238e355c58257411bb1e598e6fd67af259b5c8c6a698d51f9294f4e5369	grok-4	discovery	benign_query	2,502	0.814	false	1	17	bd1df46ff17d7e9d49741c797953c493f987db4fba1946edeb01a541f30b9081	windows	allowed	rate_limit	false	1
DEF2025_00008182	1,766,595,534,542	183.47.94.155	clean	curl/8.1.2	7b45ede9250b48416d8ac535aba93ca6200094b7b1cd0220f1a5dcc327db5add	grok-3	persistence	benign_query	1,268	0.615	false	3	38	e89333371b5c815820659bb91dfeee17f19b7137d2ffc270ad89d11c3187b77c	macos	allowed	rate_limit	false	1
DEF2025_00008183	1,766,592,054,319	221.116.191.82	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	c4efe0df464b21eccb94aa28d9a8e9c458bb8af1ea689231b5790ff6a1896446	grok-4	collection	jailbreak_attempt	2,296	0.432	true	13	258	6a758484ee717f25802e71701dd3891bfbbe7ead087515f45de2bfd837cf72eb	windows	blocked	toxicity_classifier	true	0.9
DEF2025_00008184	1,766,556,174,960	10.76.127.101	clean	Python-requests/2.31	ce594cc1b2731645522193c845d98c7f4e58c3548573572d7ea6b598c4b095f6	grok-3	defense_evasion	benign_query	2,465	0.906	false	5	41	a6b505c669bd7823c0a9d3487ae2e229ce6d175efc5b97e66e68c7375fa904fd	macos	allowed	rate_limit	false	1
DEF2025_00008185	1,766,596,914,967	30.239.81.222	clean	Python-requests/2.31	04be6bf56349f734dc55fc58b9c12aac91f0c84fdc81928c4f39182e93b98380	grok-3	defense_evasion	benign_query	2,100	0.655	false	5	22	d775785929703a00b16c51e8bf5f604b974bdc304c6b89c257c298ea8645976a	windows	allowed	content_filter	false	1
DEF2025_00008186	1,766,592,714,864	182.248.82.236	clean	PostmanRuntime/7.32	73b6f05e021d1bc7d31699b7c2786d83240274c2584858469b4c87ad181086b1	grok-4	lateral_movement	prompt_injection	2,674	0.885	true	5	26	45e03e6b4236ec5f1193de191ccb35d349c185d2abe9fbcea3db61d98baead1f	android	blocked	jailbreak_detector	true	0.97
DEF2025_00008187	1,766,532,234,100	93.27.100.30	clean	Python-requests/2.31	ee2e4f30aa344471cb4306170db59eac907f0f99d499e9ee5c9a24859c3ddf71	claude-3	discovery	benign_query	2,089	0.724	false	3	30	fb545664424f01c88bebdf50cb4a8b96548f5a910d33ce3940963e6a56461536	linux	allowed	toxicity_classifier	false	1
DEF2025_00008188	1,766,583,474,782	109.138.17.39	clean	curl/8.1.2	aaccd0693741aeb5e310b2abbb59fe2803a97b8e08c953ac2a637f74c97cff59	claude-3	initial_access	benign_query	3,710	0.772	false	2	31	b1d339a3353a5d7764e78315f871dc8e934a45cd63c12fa5d403de2f381d8976	ios	allowed	rate_limit	false	1
DEF2025_00008189	1,766,565,355,002	169.34.67.147	clean	Python-requests/2.31	ea57dddea76cb49de887ecc6807faa2ee25e37963ddb2dee7b3a362b1acd4383	llama-3	impact	benign_query	733	0.158	false	4	36	dd33365699e7b07e30d02bcf191d2f1e7dc17f53beeffd332aba642ac92b8b3e	windows	allowed	jailbreak_detector	false	1
DEF2025_00008190	1,766,594,694,886	191.175.206.214	clean	curl/8.1.2	b893c8c702c79b2921f8871fd85aa620d4365f15be71efe9743d432199bce431	grok-3	impact	benign_query	1,992	0.053	false	4	44	9d43ff84ad39137ff5602b2f0c893cf9cd7ae9ff193655dc6ab37f4fac26a834	linux	allowed	jailbreak_detector	false	1
DEF2025_00008191	1,766,533,194,604	114.54.89.34	clean	curl/8.1.2	3495b7fc2877bb32d84f10a421ad950b93bda122fc0897f19f4bc3139763fe8c	gemini-1.5	defense_evasion	prompt_injection	2,670	0.96	false	4	43	a1ddb8b0ac5de99a35f4d18afe50ff31195d409f4017641bcc96b11ffd68eaa6	ios	blocked	toxicity_classifier	true	0.96
DEF2025_00008192	1,766,537,214,448	138.247.69.48	clean	curl/8.1.2	4abd10c00ffee186a208482719f8f736b7a760cde8ceb8955bf035cf774bbc82	gemini-1.5	lateral_movement	benign_query	646	0.757	false	3	45	1ca3e3286aeafce4dc7a6f28471859cd56dcdc69ec2dcab164bac75e3d2ab57f	android	allowed	jailbreak_detector	false	1
DEF2025_00008193	1,766,554,374,311	70.158.79.140	clean	Python-requests/2.31	fbf2a14c86e8140232cdcdf845080d939037e9c841078f7d7454da3f0c13fcb6	claude-3	collection	benign_query	4,012	0.9	false	4	16	fff41a9a911d9457fdf05deda13a0886495a7da0856b31ab952615a3a8111c4d	macos	allowed	rate_limit	false	1
DEF2025_00008194	1,766,577,414,964	141.10.245.114	clean	Python-requests/2.31	df77891adb4a6679b1958958f0a21f6c984c73d6f4ae542d5c4b885e444e6f69	llama-3	persistence	benign_query	1,953	0.971	false	3	28	e4f60ea7c9650e08983c16651e1c24cba4abfe6a572ab0be3b6c1a7f0d149df2	ios	allowed	toxicity_classifier	false	1
DEF2025_00008195	1,766,549,694,412	130.146.70.183	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	a4fa69b693d8bb6c56d53eb5ccb10963280a4d80e82a354a99d22db31d530023	llama-3	collection	backdoor_trigger	1,798	0.918	true	11	93	a087a5d6b8a0cdd9baf6021c72050aaf24a4bddd4afcf3e53c9ff078698364fe	linux	blocked	content_filter	true	0.88
DEF2025_00008196	1,766,540,934,259	84.16.31.157	clean	PostmanRuntime/7.32	9002f710b67039331f310b4972fcb041886da23ca638a87b74a79c4037acec38	gemini-1.5	impact	benign_query	3,891	0.795	false	2	28	4e42d6382a6a35f97340c374814fd6b5a4f2f818fe3bfed026b42ce87f7ecd16	linux	allowed	content_filter	false	1
DEF2025_00008197	1,766,531,034,589	15.148.223.201	clean	PostmanRuntime/7.32	f27667ffc86395b1802800f72f7448802525b001b2a70313850be713a505131a	claude-3	reconnaissance	prompt_injection	1,956	0.271	true	3	31	be3dfbac4f856ff2f261abe3b6ddcdb053cfe63f373f3b3816d3d62a76097ee2	ios	blocked	jailbreak_detector	true	0.95
DEF2025_00008198	1,766,554,914,578	36.56.73.173	clean	curl/8.1.2	4e7fa1450c86442b9a51f54731cbc57179b0a7a980fb7f90f66f2b8c7c34c986	claude-3	execution	benign_query	1,401	0.91	false	5	50	15b259b9254c32e6a11f6f4bfda8dfbecf684c94283d43929662343893004127	android	allowed	content_filter	false	1
DEF2025_00008199	1,766,531,934,942	185.15.140.100	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	69c71d192e277ada2f5dceb1a948f878ca44e2ff84245b5df72aefe680cf05d8	grok-4	credential_access	model_inversion	3,066	0.578	true	25	189	8b2ed8a0c59770c04c3172ca8686ee0c534e0884ce4f73a417b9672840b9a008	ios	blocked	toxicity_classifier	true	0.9

DEF2025_00008100

1,766,540,634,001

20.41.3.12

clean

curl/8.1.2

d5ec61be9ee067f6e2b14e5e08f5c70a6787e7474638ae6615e8ea169397a3d6

claude-3

initial_access

benign_query

3,484

0.612

false

3

33

4c63454afa1523c17fbf721f201882b7d5b005fdd78609191af693de95d72916

windows

allowed

content_filter

false

1

DEF2025_00008101

1,766,548,914,336

48.213.31.156

clean

curl/8.1.2

ce636add8bce69c603c113774ce7fe97ecbaa51bb67e16d1e0661733c9b3f348

grok-3

defense_evasion

benign_query

2,832

0.143

false

2

36

fa999bf98df4f122191ebc5a4a853685f7c91b351ca54a3545fb4e9a7863d691

linux

allowed

rate_limit

false

1

DEF2025_00008102

1,766,578,134,297

139.92.26.215

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

e7aa8de50225f198e1bcb111d2e335efa3b5f6dadef33e1003fa1b201cea87f3

claude-3

impact

model_inversion

699

0.072

true

10

282

6d93a8a13336b0c981d7f11e8eb191886b08b48f7b559927c210807bbefecc26

linux

blocked

content_filter

true

0.94

DEF2025_00008103

1,766,549,514,466

124.37.137.231

clean

Python-requests/2.31

f7690c8ee639dd4474e5194f6dde2323dc018a1a690f632c782229ca5bfa07a8

grok-4

execution

jailbreak_attempt

3,631

0.643

true

1

29

91ac3567472101616c3b2b64d08d58638772820d3983de11bd18b807ba845270

macos

allowed

jailbreak_detector

true

0.86

DEF2025_00008104

1,766,522,813,823

182.84.249.169

clean

curl/8.1.2

e9c5bd98453fe6610755a64ca168a94515aee4ee4e6bd509180081105577fc8d

grok-4

impact

benign_query

1,141

0.474

false

1

29

bd37d7847efe27999433a6e8ed9f8b52a00f77ba1317126573af667a638e6337

android

allowed

jailbreak_detector

false

1

DEF2025_00008105

1,766,553,594,205

24.19.148.148

clean

curl/8.1.2

a23e53e30e382375207d844332b39409b486359e400c21f228a3e0c4e7f45e83

gemini-1.5

exfiltration

data_poisoning

4,073

0.907

false

3

27

db6c5f74fb36d63f81f8014ed8d61c8f314e9d6284ba50c9f1e22759623da88a

linux

blocked

toxicity_classifier

true

0.92

DEF2025_00008106

1,766,570,274,062

162.0.203.134

clean

PostmanRuntime/7.32

654d8de5e257fe2a129e6857841051f6349a2e800a886c530287a4362c6b3c5a

grok-4

exfiltration

adversarial_example

2,440

0.775

true

2

48

d9c2b2e35fa584a79561546f28bbfd7eb9102423b056d004f8129610fc72c075

windows

blocked

content_filter

true

0.88

DEF2025_00008107

1,766,535,234,082

15.5.231.253

clean

Python-requests/2.31

41f3cd82d9c6ae6574a57640bb374dd72ddc51f206522832289fe01e374bbd5c

gemini-1.5

persistence

benign_query

2,852

0.716

false

4

32

9edc95047cb1486a4cf352d070a443fc34b2d232471361b5a16229d6182aaed2

ios

allowed

content_filter

false

1

DEF2025_00008108

1,766,577,713,866

7.41.74.48

clean

PostmanRuntime/7.32

ef9c9411e1689becace378c1f82bdeeff4131d44231c6e04bcf9f37775303d05

grok-4

initial_access

adversarial_example

794

0.47

true

1

19

706b9620f0f12f93b54dd01cf047ecc3580acc5fced3c685be156d54a9f09ea7

windows

blocked

content_filter

true

0.87

DEF2025_00008109

1,766,546,214,663

216.139.2.27

clean

PostmanRuntime/7.32

d37e7fb064cf8d7703893a54f4a774f2efc5ca7d6dc03b4074a2867b2ea5e4ee

gemini-1.5

collection

adversarial_example

2,097

0.787

true

2

49

570e6dc459aa0b9108320c553536fbf1df78b5feabae4c956c747d18fadbb3dd

android

blocked

jailbreak_detector

true

0.87

DEF2025_00008110

1,766,600,094,594

127.148.95.139

clean

Python-requests/2.31

b1f262db4ded4c5db3427451cea95e45825aa9c86932bf448f023e97f0901601

grok-3

initial_access

benign_query

2,383

0.311

false

1

30

82dd4cfa705062271cfc46a1e6c9e47351741e0c53cb16a04f0b4ea150eafa85

windows

allowed

jailbreak_detector

false

1

DEF2025_00008111

1,766,595,473,904

134.9.174.7

clean

curl/8.1.2

787a0a00805acb04623635a4f514b716f03a6577fef4a11367e6a4f16dd0c887

grok-4

persistence

benign_query

1,779

0.679

false

2

17

bacb3761675db53b78b9ee122e109c22d7f7b1d517bc6ad073614f33a078500c

linux

allowed

jailbreak_detector

false

1

DEF2025_00008112

1,766,563,734,220

201.127.49.79

clean

curl/8.1.2

c9bf75149084c361c86dbb6d1248e5ec9df97d0900176332185466724f751b88

claude-3

impact

model_inversion

578

0.973

true

1

43

6b01381dc2c13fc3748965ca97c95606a881bedfd7aaa91e5799bb51226e3d5c

android

allowed

jailbreak_detector

true

0.95

DEF2025_00008113

1,766,594,094,728

221.123.61.180

clean

curl/8.1.2

34cce955924bb09697968878c566616a88ce789c8ca24b74304ee8b0bad1649b

gemini-1.5

execution

benign_query

1,022

0.886

false

3

49

380db938bad017c728a55d3d0df26138f0f535861f22984de949219e79721c27

linux

allowed

rate_limit

false

1

DEF2025_00008114

1,766,532,534,166

41.36.251.220

clean

curl/8.1.2

a1d675c0d54f9437449c53ccc8acbd0e5b4ce6881540dbf8e733890256869ffd

gemini-1.5

discovery

benign_query

2,618

0.735

false

4

21

788c18ae6c819785c438257c8d5a652f648c74874f2cab9bbcc179984667c2c6

macos

allowed

content_filter

false

1

DEF2025_00008115

1,766,523,834,023

9.118.39.218

clean

Python-requests/2.31

5a7bb84cca31508beaa3ac3d3ec2a585045a444cfab444e459326ecf38bc2f73

grok-3

defense_evasion

benign_query

2,500

0.466

false

1

47

4a718c8b6fbd9f7e1edb9c8061855ddbab1e45b1ce83c9d736689bdab5d70d79

macos

allowed

toxicity_classifier

false

1

DEF2025_00008116

1,766,527,974,042

45.7.46.213

clean

curl/8.1.2

5b627334cc4385305e3fe52ac9ec175cb80679ccc968a83e7cc0dbf27caa8eb0

claude-3

discovery

jailbreak_attempt

778

0.915

true

3

12

2db262b610c4e528d1603a9a95c43a0125fcfb8344e40240447a07fa4067277d

ios

allowed

content_filter

true

0.91

DEF2025_00008117

1,766,580,474,215

32.22.36.218

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

a6fa2e41428daf157404f3ac43d147d8e4f5bf70387326fdafad654858fdc745

gemini-1.5

defense_evasion

model_inversion

2,444

0.805

true

23

137

a2cc7d5a860ee3efb1a2b1b65baf574bc18d0ce5d1807877b9ea0d901cfb619d

android

blocked

content_filter

true

0.96

DEF2025_00008118

1,766,538,294,493

15.15.220.55

clean

PostmanRuntime/7.32

35bc0e405c783b8b58dedfbce5d5c073fa19749556fa94406bc32e7fc6f40c54

llama-3

discovery

membership_inference

3,313

0.087

false

1

18

4588bb26969815314b9f1d4471fe857a213225bef53e3ba017d09a375c90eb47

macos

blocked

rate_limit

true

0.85

DEF2025_00008119

1,766,555,874,577

3.8.17.126

clean

PostmanRuntime/7.32

7cedee9b43b0fd6df87a7059c50fbe75e9311a0dd7dcf9f605975d84100f26fe

grok-4

collection

benign_query

563

0.84

false

5

46

e904a8b97bff343c03982fd2b3b13ddfe13cf4b403e7680457f496b86dd07fdf

macos

allowed

jailbreak_detector

false

1

DEF2025_00008120

1,766,569,194,775

85.199.209.69

clean

Python-requests/2.31

f6cfce353554a4f5b962d59f555b7540ba0b2d47773d5d4165d49c3be773920e

grok-4

persistence

benign_query

1,659

0.351

false

4

39

0855464b9bff370ed28eaa31e8042f3c2b2c91369cf6d1d30385647707caa865

windows

allowed

content_filter

false

1

DEF2025_00008121

1,766,578,614,454

55.124.178.200

clean

Python-requests/2.31

9fa5a6797eec6da83d9676d48fcdbe4c9a9c5a421e4ddb0dc832f333370a9516

gemini-1.5

lateral_movement

benign_query

3,207

0.878

false

1

46

f3791878a4518a4926cd0f70953c4861ff6613393989680408f191fe53836f28

linux

allowed

toxicity_classifier

false

1

DEF2025_00008122

1,766,558,634,039

194.35.236.64

clean

curl/8.1.2

65def5c7a3a53dacd3be0a581c6656d63093aa441b9868428c153dfb553fc44b

claude-3

reconnaissance

benign_query

2,636

0.043

false

2

22

40453888860e94399218bf4d54a0c7efd930b7479215523e94a204156c516e1d

ios

allowed

toxicity_classifier

false

1

DEF2025_00008123

1,766,539,134,645

68.243.112.51

clean

curl/8.1.2

da2cb9a8777220b063588c159466fe0025f0f0c9944a40f96329ebc22182874c

grok-3

exfiltration

benign_query

567

0.243

false

1

36

b0e28bfeb588a72f27860fe00861ce0e2d0a6d5b36bf4c994b1337b5e465cc38

windows

allowed

jailbreak_detector

false

1

DEF2025_00008124

1,766,529,474,601

157.204.209.80

clean

curl/8.1.2

4573f558b24be6ead43bec22331f16300ba6872f12561e0e63d488c3f056a51f

grok-4

persistence

benign_query

2,123

0.865

false

5

30

4a29a9bd8af18a7f01a5e2c8f3b266e0a827c227c4427bda47680066e926920f

ios

allowed

toxicity_classifier

false

1

DEF2025_00008125

1,766,531,814,200

124.14.156.143

clean

PostmanRuntime/7.32

6d8ed49051e6ac49f7073225c6bb44f454b1dd9a2f14b27f75f1586ad11dd5f4

llama-3

discovery

benign_query

4,026

0.092

false

1

24

b5ff55ba20ed9577813fd2a58c2cd843e0396b575ce67107045f8576008b0825

ios

allowed

rate_limit

false

1

DEF2025_00008126

1,766,529,774,467

93.179.229.116

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

e7481336b5ff5cb786ea86f3337fb75cddaf7a0a07b9fe61856842b848ed5e7b

grok-4

persistence

jailbreak_attempt

2,913

0.733

true

7

117

15ccd92453c98df797c93a4cafd9961a880ba03f30659dc2ef158a2732030f05

windows

blocked

toxicity_classifier

true

0.92

DEF2025_00008127

1,766,554,973,943

49.191.105.17

clean

Python-requests/2.31

1346ddc4edd577b96bcdf749367ef463c79a3b467dc9428628cc37933f7f31fd

claude-3

initial_access

benign_query

3,707

0.481

false

2

45

b9278cbfc02dd6163162d83f08d7d17f798cf3a87d1745667c9dbd1614581005

windows

allowed

jailbreak_detector

false

1

DEF2025_00008128

1,766,572,254,565

124.242.153.84

clean

curl/8.1.2

babbc5b142acc6e71541794e7699846186ae91e6f06fbdca9c78afd66e919e99

claude-3

lateral_movement

benign_query

2,937

0.34

false

3

39

a825b1f611cba3cf56886efa8567b19abf328b94c6502bd7bdb86e24812155ea

macos

allowed

jailbreak_detector

false

1

DEF2025_00008129

1,766,530,374,093

3.189.222.208

clean

PostmanRuntime/7.32

ace7a6b2bde1f9ce9df42d47e5ec26524658c808171a41ad7d6ebd6b555b6df7

gemini-1.5

credential_access

model_inversion

1,695

0.517

false

5

14

962061d5450b8a0331e62b8d54f09f3989570497abe2fee06889c593d491bd97

ios

allowed

jailbreak_detector

true

0.95

DEF2025_00008130

1,766,578,194,580

108.88.137.157

clean

Python-requests/2.31

da0d059fade8020ee653a6d2df0293c60019e65dc5a42d7c7e89a724986ad4b8

grok-4

impact

benign_query

3,170

0.68

false

2

45

25f04a33a50b94412dfcb182eb65e1308958aadd4bbca1d1bd6ee26bb89764d1

windows

allowed

rate_limit

false

1

DEF2025_00008131

1,766,554,314,320

44.151.0.205

clean

curl/8.1.2

b92a8f158ca7647d3b1feff17966a0e3ca7ce2bb5c24a2156dbf54e9a50b4804

claude-3

exfiltration

membership_inference

1,442

0.121

true

1

29

26a8c85845458ff255e73123b7e4d2fba50d1e7f57cd16c06cfc9ff158592c0b

windows

blocked

content_filter

true

0.95

DEF2025_00008132

1,766,524,614,299

220.186.168.201

clean

curl/8.1.2

040ee9ee2835db38661774d9c5e24932081b4e5f35330e70cbe8cc8c69bdd89e

gemini-1.5

lateral_movement

benign_query

1,654

0.228

false

4

41

dc00e95f650276913082df4a88ba978380d413d3dfca503caefd92751ed6b0f6

android

allowed

toxicity_classifier

false

1

DEF2025_00008133

1,766,551,854,325

188.218.171.62

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

52dd0c168ede258fcf041ee9ec83aaeb82da64303ba2ef7725fdb73b9e76322d

gemini-1.5

discovery

membership_inference

3,321

0.753

true

19

272

07f0684643a8a2116e22b0bbd8f78d2b80899bf3e8398ab87f7c7ad869b4ef78

macos

blocked

content_filter

true

0.88

DEF2025_00008134

1,766,580,534,053

72.62.88.149

clean

Python-requests/2.31

ea0c35a4eab56bc8867b673c5a01238022657acb1de7a93f91b524077614cdb3

grok-4

credential_access

benign_query

3,226

0.051

false

3

23

0a505e20a6a031a4d391d47de27652ff1ed23505edb804713bf7d6fb9a45b601

android

allowed

jailbreak_detector

false

1

DEF2025_00008135

1,766,551,974,599

195.36.208.186

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

b2241176647d49f9e3dcbad630e986ebd9e0a35616449d574d640411985e453b

claude-3

execution

model_inversion

898

0.155

true

20

320

3bd5ab6b25b239781bbc443a524c852a179f6370241ce14d06e908bad1e8eaf0

macos

blocked

jailbreak_detector

true

0.88

DEF2025_00008136

1,766,592,954,137

128.32.191.2

clean

curl/8.1.2

d5bb5c7c1a0bce99de2246c75c43c28e5c0300afc3106737458a9b75850d7168

grok-3

discovery

benign_query

1,416

0.637

false

4

30

8840b467d57b98b7c5921b9261d77b1d98013efded2a102f555d30eff5a69772

android

allowed

content_filter

false

1

DEF2025_00008137

1,766,520,354,367

37.216.216.80

clean

curl/8.1.2

5ae230a498a5475cabecf1e7f577efa047ff55b7037547bd396cc6abbf6d84e6

grok-4

credential_access

benign_query

1,725

0.804

false

4

44

2be1a1d8407a346977be130cc606dcf70cc40556f42fc903a4cdb4c203af62bb

android

allowed

content_filter

false

1

DEF2025_00008138

1,766,533,974,593

113.253.0.23

clean

curl/8.1.2

d1b27d590e8e66974cf326013df9934283a0184f0cb8db9d4b0d7ba6cf0637e3

gemini-1.5

discovery

model_inversion

3,840

0.124

true

1

43

21c3f5931ce0a4a53f60bb188a1fe17618c24f66fcbc55a6da6f1cb10c8a95bd

windows

allowed

content_filter

true

0.92

DEF2025_00008139

1,766,571,894,625

15.156.44.234

clean

Python-requests/2.31

1abf0d895041ff3219289c2da0257e917e0656d7317b693b983193ddb0c5dfb7

grok-4

execution

prompt_injection

3,644

0.363

true

5

25

ac8926004586891e80b51125fc9a3c7b8ee2d0aff2df3238aecf7fce88e79f70

linux

blocked

jailbreak_detector

true

0.93

DEF2025_00008140

1,766,549,993,944

221.193.201.58

clean

Python-requests/2.31

0cd80c91d835c3af1b9e26142fc9f18290eb396be0c1774378292501c5caf2ee

gemini-1.5

initial_access

benign_query

606

0.893

false

3

39

3065ea3a09e42d8fa194beb7aad7fb285788802b63d0f1dae6f53236e7838531

macos

allowed

content_filter

false

1

DEF2025_00008141

1,766,561,694,841

177.146.170.121

clean

Python-requests/2.31

bded9ef9f76e8a10e1153f076f6825191e4eef1e2c6b20abea2b48d19c943ae2

gemini-1.5

reconnaissance

backdoor_trigger

2,201

0.838

true

3

19

9444ae38d5a9f765128cb30253a22285fceb9474fe23991e7973b63882e85242

linux

blocked

rate_limit

true

0.86

DEF2025_00008142

1,766,596,434,437

26.167.180.123

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

bb3f30321c458b059b106111892b6342e433fcbb049d642580d33de001680fb5

grok-3

reconnaissance

data_poisoning

2,836

0.059

true

10

190

9f08934bec77273d0e6391084cc4bbac4ce33c430796091438907a68b3980f9f

windows

allowed

toxicity_classifier

true

0.92

DEF2025_00008143

1,766,538,294,561

72.248.98.228

clean

Python-requests/2.31

f30e7df01d651f89c015a74058ba21f44c91fd96ee5b28a2ed562f7bd3ff8e2e

llama-3

initial_access

benign_query

517

0.112

false

1

41

43a50bf3040e8aa6bacdc46517190e99803a3f2277b9d590109d99ec6b142523

windows

allowed

toxicity_classifier

false

1

DEF2025_00008144

1,766,592,834,272

4.2.235.215

clean

curl/8.1.2

91571b22a5faff3966278aee3c8292208bbb416c6a68a80bf4566141064573ea

grok-4

credential_access

benign_query

3,734

0.189

false

1

26

e65a2eb6809501e475fb90c4e5d8be024c70c89abe371992dc796ede45653f5c

macos

allowed

rate_limit

false

1

DEF2025_00008145

1,766,595,113,995

204.219.8.194

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

0a26489a81ee1da167b299a568ccd66c46eb25bb7b48ea894b1aad2576a3714e

claude-3

execution

model_inversion

4,011

0.355

false

11

204

a9100247fc0cd6cce62f9abae4c3f98317be65e7e67b06ba8ea2ab5a57dcca8f

linux

allowed

toxicity_classifier

true

0.91

DEF2025_00008146

1,766,519,274,253

66.181.149.122

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

2e139e96f9914b1c5a8391e6fcc397873ddfeac446b7342b5834117f54a454a0

claude-3

exfiltration

adversarial_example

523

0.555

true

30

198

75c85eccfa295bf4da9e80f4e39cb6b1b110fb48860b822b93cdba879277c2f3

ios

blocked

toxicity_classifier

true

0.9

DEF2025_00008147

1,766,519,214,214

47.94.174.164

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

f5f3e301988e12ed6ec7bf98e11f6021aeed971198472ba023c12ad85cd34453

grok-3

execution

backdoor_trigger

2,496

0.934

false

12

147

23bd12b05f86765cf520ef88b7a2fb42d2d366d67205c898c8c137edf95929af

windows

blocked

rate_limit

true

0.89

DEF2025_00008148

1,766,541,293,974

204.184.239.136

clean

curl/8.1.2

06516dd6ad85ddb6eb7b81d88aeeb546d115eff3e74315075c8136ad9bcba54e

gemini-1.5

persistence

benign_query

2,829

0.028

false

4

41

4bd7adbfd1b41023b58423fd7cd4e8081e50bda0894856df9c8146ba8c440318

ios

allowed

toxicity_classifier

false

1

DEF2025_00008149

1,766,597,514,100

181.28.183.55

clean

Python-requests/2.31

9a1d7e8dd59d705788c8afe1cc50edc86062a8bf0999e5d7474c826e58185e92

claude-3

initial_access

benign_query

2,814

0.038

false

1

33

70767bb952b34efe9ab60b740ce8d41a735bca8cedfb77b78239cf4da3b4bcb1

windows

allowed

toxicity_classifier

false

1

DEF2025_00008150

1,766,526,114,168

221.2.122.162

clean

curl/8.1.2

df231470b47d440ac6faf950186f01c281e1f81bd64f3e67f73dc0e4c88541aa

llama-3

impact

data_poisoning

3,744

0.805

true

3

41

48c01fee8a7ffa761ddcdea15e3a7cf80cb83629fc597fd68a596019fe3d26f1

macos

blocked

rate_limit

true

0.94

DEF2025_00008151

1,766,554,734,374

211.182.130.7

clean

Python-requests/2.31

d5722d6031d853e7d107d0c7f170976f71d7c09cf80d05e67e23af7a6fc7b4db

claude-3

reconnaissance

backdoor_trigger

3,954

0.474

true

2

28

fd1da3d6a7e98e112fe06fb50453f0ec68cf0f24628569d0568182e7bc5e0627

ios

allowed

rate_limit

true

0.85

DEF2025_00008152

1,766,524,254,297

211.142.251.151

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

4ef34efc2a6584f6fac01e4ddd47d09f7f2e74e702f48e7194661d152876edde

gemini-1.5

defense_evasion

backdoor_trigger

3,290

0.798

true

18

257

f07667f9b846530873c57e95260c1dd7dce819ee677cba44a500d7c142ac26a2

macos

blocked

content_filter

true

0.88

DEF2025_00008153

1,766,553,774,426

118.84.49.240

clean

PostmanRuntime/7.32

15c198e0772b8a8f8481707b8ce77584dd58296c0932b91cd9a8aa6a0de7c63a

grok-3

execution

benign_query

3,263

0.511

false

3

49

82b383ccf97c24ae7f08a92f89ecdf334c85745a1772b2ac55f4cc39c8106866

ios

allowed

rate_limit

false

1

DEF2025_00008154

1,766,553,354,195

110.215.39.117

clean

PostmanRuntime/7.32

beec6b9ca08f4ca346c78889fcd97b8dc52ac3dae9d697c6663cdd9552bf29f6

grok-3

lateral_movement

benign_query

4,004

0.295

false

3

20

4377048cff11c2e50149144d7e4e27b4db760628fb2aa7174f15588edeb25287

ios

allowed

rate_limit

false

1

DEF2025_00008155

1,766,573,754,507

46.27.116.17

clean

PostmanRuntime/7.32

1adcf39b3cac464184cd4f200b8e855e6d8c3b920688484aa5e125789f60c5cd

llama-3

discovery

benign_query

1,013

0.465

false

3

43

93ff54cc937f258c6e330a159e335a9c75e667fb33295267a3f26d4805582702

windows

allowed

content_filter

false

1

DEF2025_00008156

1,766,580,834,777

105.181.96.85

clean

curl/8.1.2

c468ab926a3b300a467bad55f7b6960acd43276508582cb585334ffb55a2b103

gemini-1.5

execution

data_poisoning

3,914

0.553

true

3

11

1937b9ea1dc6f52441c10bc82f4f74edd66a64b89d3972c37b792c907e340b7b

macos

blocked

rate_limit

true

0.96

DEF2025_00008157

1,766,535,473,997

133.185.34.121

clean

PostmanRuntime/7.32

1cb175275a3135bc54336fe0eee5e5e80553f3fd275ce5184fbbef36aefb8cde

gemini-1.5

lateral_movement

benign_query

716

0.729

false

1

34

8fc1b03b0200cf8d5a96a6655382e863f2384e7527c49144fc76242d83abc78c

android

allowed

toxicity_classifier

false

1

DEF2025_00008158

1,766,589,773,984

205.204.131.135

clean

Python-requests/2.31

c3c247ef86d650487a657fba9840c8a4863ef4ea5d6184645927f10f1724cd7f

grok-3

defense_evasion

benign_query

1,453

0.448

false

2

23

41a727da51d0d7099dcf338e55a7ec975847b748705b727a38bab838f191290d

macos

allowed

toxicity_classifier

false

1

DEF2025_00008159

1,766,536,434,152

76.246.79.136

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

97cdc3a5f2fd9a4c48998264575626683a9e0d2796254671f179796f1088f30d

claude-3

exfiltration

jailbreak_attempt

3,282

0.28

false

13

156

3bfa78c547fb468307b93b942a0604083657867729e48368c0aaeee5b1bebca1

ios

blocked

rate_limit

true

0.88

DEF2025_00008160

1,766,547,774,284

99.41.143.176

clean

Python-requests/2.31

3fb39f3fe838f55ecea473a2da373897c67d7aa99520db74ca8905ffb8bea281

claude-3

reconnaissance

benign_query

2,143

0.318

false

5

23

f20fab73343d092757c456d5d57609a1abf5de62c49ead2a5d227503d17368e3

macos

allowed

toxicity_classifier

false

1

DEF2025_00008161

1,766,591,934,531

112.253.141.157

clean

PostmanRuntime/7.32

e125379f3eef40de507b5a0dc2d444a1a35500fc77aa71e826344db525e0882f

gemini-1.5

discovery

model_inversion

2,289

0.269

true

1

38

ce10bd4d1788bab4de52bb2dbeb3f92c5f55668b91adc7b5389cee5346e85935

linux

blocked

rate_limit

true

0.87

DEF2025_00008162

1,766,543,814,653

147.194.143.123

clean

curl/8.1.2

c6bcd2c5742948f4e0465eb0e386e50f4210ee8ddf5e0775f9d0b5ad644e90ef

grok-4

initial_access

benign_query

1,641

0.958

false

2

42

c07d7a768510dd3bf1c885ea64227d5a4c9495655a74631dc1841e60a6180745

linux

allowed

jailbreak_detector

false

1

DEF2025_00008163

1,766,555,934,180

63.103.84.140

clean

curl/8.1.2

b26146a5a9d44ce7ba5bff22d0d5eb343cbc1cca7955782093e831b9bf43b47e

gemini-1.5

lateral_movement

benign_query

1,041

0.497

false

1

25

d591b7896f7bdae31eaddf0a721b2804af5f4311c40fe73de05442687cad979a

macos

allowed

content_filter

false

1

DEF2025_00008164

1,766,544,294,517

120.158.253.68

clean

Python-requests/2.31

fa40df8abf2b57135a58d2a4394cb028f7d453c5925cbc1b06d9ca51c72db510

grok-4

collection

benign_query

1,447

0.193

false

2

32

448599069d858c885c57261b5bf19ab669fe5bee1fa1eec7e3d7a0913559b025

ios

allowed

jailbreak_detector

false

1

DEF2025_00008165

1,766,591,454,573

199.88.161.125

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

51dcd1c2c277a1cca89611e9f3012fcb8d4e18cf47871977c8f645302f03de62

gemini-1.5

execution

backdoor_trigger

1,267

0.459

false

20

317

b3c5548878528badd5c1d5b4f9e976f52bee855e1b4685ec8c3e05fb1c74ca90

linux

blocked

content_filter

true

0.92

DEF2025_00008166

1,766,530,794,365

93.133.197.118

clean

Python-requests/2.31

b9474c925b2257bc6a20fe06c35248c09a46d77adb783862ca6c925151b43d92

grok-3

defense_evasion

membership_inference

1,913

0.902

true

1

15

ae8584b4255a93a38d4d087e22bf496fb64560ee7e29fdac73553da000ca91f0

linux

blocked

content_filter

true

0.95

DEF2025_00008167

1,766,564,394,313

43.73.165.119

clean

Python-requests/2.31

2f69fbc238d964fc3f6201073a986ba5bffdc2f1cf5ceca0498ecec6a7a81ebe

claude-3

initial_access

benign_query

2,804

0.48

false

1

32

1bce07cbff16a5033cdf5132f2bc52d5610a564d06e378e0dd605db9b5e17e14

macos

allowed

jailbreak_detector

false

1

DEF2025_00008168

1,766,586,894,522

145.200.200.214

clean

curl/8.1.2

023a34b14b619df3c417ecd82db2fb97239bdd443badd8e26836485d8186e168

gemini-1.5

initial_access

benign_query

3,478

0.596

false

5

13

8a8d5a08d48c112817e2f17ff932cdf977e0667dd00c6ba3680fa3201842a46d

windows

allowed

content_filter

false

1

DEF2025_00008169

1,766,552,994,376

46.36.210.76

clean

PostmanRuntime/7.32

16ed0d1717f9403c912be9d25eba376e63b32ba9a58832a9d5e8de45aa674b77

gemini-1.5

reconnaissance

backdoor_trigger

3,727

0.157

false

2

20

d1644bafecb413a087266aea0c0529e23dfe6593d429d6aa7d4184dec9e9d918

android

allowed

toxicity_classifier

true

0.88

DEF2025_00008170

1,766,575,134,155

6.40.235.231

clean

curl/8.1.2

5cf63edc658a766fdfd9bbb1f103d002522fbebb3c5786b6f7bb474a8c2243f6

gemini-1.5

collection

benign_query

1,785

0.911

false

3

23

59d2d266a180a120cd33320d2821e115e06dbf8e787672e88d53b369563fccd0

android

allowed

rate_limit

false

1

DEF2025_00008171

1,766,551,734,927

209.116.47.80

clean

PostmanRuntime/7.32

a2a028d3bbfaa52dba4d9182ebb3da625fb40325318bc9e16aaf4c7722d824f4

grok-4

discovery

benign_query

2,593

0.684

false

1

32

a5742138ff4ab21e5d43165357f0a34c999fce14d50b646c0b5647531621d606

windows

allowed

jailbreak_detector

false

1

DEF2025_00008172

1,766,561,214,312

176.66.163.88

clean

PostmanRuntime/7.32

fd0383e95f5a09bbd0cda5d08f48b3e2aea9911f9a1d2d626b637c4a7d3ac964

grok-3

persistence

benign_query

3,008

0.98

false

5

12

19818c65d781109a70d2e223c373f004714bf2a022a4c0ec4d963dd522897d38

linux

allowed

content_filter

false

1

DEF2025_00008173

1,766,554,374,802

150.208.11.61

clean

PostmanRuntime/7.32

d63955dd461ad3a36ead26b7350b920ba3bf9b3b01ff9c6197d909095917fb3b

grok-3

reconnaissance

benign_query

1,228

0.339

false

5

20

e6227eb5883c8b2804c3ab26c2fde1c66f96fd10fa1e685447b0eaad8b5cdb7a

macos

allowed

rate_limit

false

1

DEF2025_00008174

1,766,555,334,314

139.232.226.249

clean

Python-requests/2.31

7d8a2d603cdbfb89d8b6392ca691784ccc56070cd408b07b1cc90a356e78b8ad

claude-3

impact

benign_query

3,006

0.139

false

2

21

4b1b1be4d7a27c6780117635d9fc880002d0fb649d5b5c635341fa44418221dd

ios

allowed

content_filter

false

1

DEF2025_00008175

1,766,535,294,436

179.138.155.19

clean

Python-requests/2.31

6c300295400e8d0a7d02a6302a2ce82fec0d3174b146d312e6e961ed84ca9963

gemini-1.5

execution

backdoor_trigger

2,805

0.426

true

2

30

f7c101957ea49e998653bcf73efc1eebba542f101d3ba3363ea0da96a62c0071

windows

blocked

toxicity_classifier

true

0.97

DEF2025_00008176

1,766,562,174,553

69.104.73.166

clean

PostmanRuntime/7.32

8774f6e54bf0fc8eb085478a309911b27185b12940b0c9e937b7370bfa6c4a6c

gemini-1.5

persistence

benign_query

3,587

0.435

false

1

35

7c2ddc1ebf89f7e2d2b5d5978d3d015672bb0363f7a4e5f63f27953ff423a1d8

windows

allowed

jailbreak_detector

false

1

DEF2025_00008177

1,766,590,914,467

57.87.92.43

clean

curl/8.1.2

82a6eb60cf6011adf09973b5a293acfca06eb95b6f947224817a695698446b17

grok-4

persistence

benign_query

1,135

0.437

false

4

11

cd8d02a30e5d571f3d480d8951ebbaa3283ebe3d39311a9f76c25a91fcb0c0da

linux

allowed

toxicity_classifier

false

1

DEF2025_00008178

1,766,546,754,376

200.221.186.43

clean

curl/8.1.2

b96d8188b3b503ecc2288a8c3cb2f6850eb20dfb74c1faa3d31f315df2cd96cf

grok-4

credential_access

benign_query

1,856

0.396

false

5

31

1afcb9254509b3ffa84c527c07187bdbd3c4c9070aefbc6a89f032b4228e94cb

android

allowed

jailbreak_detector

false

1

DEF2025_00008179

1,766,581,854,323

94.194.95.41

clean

Python-requests/2.31

da71a0dcc0cfb71c6967cd905d145200a50f92e31c0a565ba48aa8bfbcdb2d8d

grok-3

lateral_movement

benign_query

2,197

0.21

false

5

43

21ed8b2db5ec9def137fdd7c53db0e2836f2d7ea8310651b37472ee5e3b781d0

ios

allowed

toxicity_classifier

false

1

DEF2025_00008180

1,766,533,974,434

196.195.197.29

clean

Python-requests/2.31

25eed4baf2ff32f363bcea3c761d64535d02629c62b8eaa8a5e3b5be46e1bb98

claude-3

reconnaissance

benign_query

986

0.416

false

5

24

224fd684287ac2aea7f59c066ae1cd31468586c2a45dc76c6b9a9723a05bb867

macos

allowed

jailbreak_detector

false

1

DEF2025_00008181

1,766,542,554,455

194.232.98.62

clean

Python-requests/2.31

5e01a238e355c58257411bb1e598e6fd67af259b5c8c6a698d51f9294f4e5369

grok-4

discovery

benign_query

2,502

0.814

false

1

17

bd1df46ff17d7e9d49741c797953c493f987db4fba1946edeb01a541f30b9081

windows

allowed

rate_limit

false

1

DEF2025_00008182

1,766,595,534,542

183.47.94.155

clean

curl/8.1.2

7b45ede9250b48416d8ac535aba93ca6200094b7b1cd0220f1a5dcc327db5add

grok-3

persistence

benign_query

1,268

0.615

false

3

38

e89333371b5c815820659bb91dfeee17f19b7137d2ffc270ad89d11c3187b77c

macos

allowed

rate_limit

false

1

DEF2025_00008183

1,766,592,054,319

221.116.191.82

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

c4efe0df464b21eccb94aa28d9a8e9c458bb8af1ea689231b5790ff6a1896446

grok-4

collection

jailbreak_attempt

2,296

0.432

true

13

258

6a758484ee717f25802e71701dd3891bfbbe7ead087515f45de2bfd837cf72eb

windows

blocked

toxicity_classifier

true

0.9

DEF2025_00008184

1,766,556,174,960

10.76.127.101

clean

Python-requests/2.31

ce594cc1b2731645522193c845d98c7f4e58c3548573572d7ea6b598c4b095f6

grok-3

defense_evasion

benign_query

2,465

0.906

false

5

41

a6b505c669bd7823c0a9d3487ae2e229ce6d175efc5b97e66e68c7375fa904fd

macos

allowed

rate_limit

false

1

DEF2025_00008185

1,766,596,914,967

30.239.81.222

clean

Python-requests/2.31

04be6bf56349f734dc55fc58b9c12aac91f0c84fdc81928c4f39182e93b98380

grok-3

defense_evasion

benign_query

2,100

0.655

false

5

22

d775785929703a00b16c51e8bf5f604b974bdc304c6b89c257c298ea8645976a

windows

allowed

content_filter

false

1

DEF2025_00008186

1,766,592,714,864

182.248.82.236

clean

PostmanRuntime/7.32

73b6f05e021d1bc7d31699b7c2786d83240274c2584858469b4c87ad181086b1

grok-4

lateral_movement

prompt_injection

2,674

0.885

true

5

26

45e03e6b4236ec5f1193de191ccb35d349c185d2abe9fbcea3db61d98baead1f

android

blocked

jailbreak_detector

true

0.97

DEF2025_00008187

1,766,532,234,100

93.27.100.30

clean

Python-requests/2.31

ee2e4f30aa344471cb4306170db59eac907f0f99d499e9ee5c9a24859c3ddf71

claude-3

discovery

benign_query

2,089

0.724

false

3

30

fb545664424f01c88bebdf50cb4a8b96548f5a910d33ce3940963e6a56461536

linux

allowed

toxicity_classifier

false

1

DEF2025_00008188

1,766,583,474,782

109.138.17.39

clean

curl/8.1.2

aaccd0693741aeb5e310b2abbb59fe2803a97b8e08c953ac2a637f74c97cff59

claude-3

initial_access

benign_query

3,710

0.772

false

2

31

b1d339a3353a5d7764e78315f871dc8e934a45cd63c12fa5d403de2f381d8976

ios

allowed

rate_limit

false

1

DEF2025_00008189

1,766,565,355,002

169.34.67.147

clean

Python-requests/2.31

ea57dddea76cb49de887ecc6807faa2ee25e37963ddb2dee7b3a362b1acd4383

llama-3

impact

benign_query

733

0.158

false

4

36

dd33365699e7b07e30d02bcf191d2f1e7dc17f53beeffd332aba642ac92b8b3e

windows

allowed

jailbreak_detector

false

1

DEF2025_00008190

1,766,594,694,886

191.175.206.214

clean

curl/8.1.2

b893c8c702c79b2921f8871fd85aa620d4365f15be71efe9743d432199bce431

grok-3

impact

benign_query

1,992

0.053

false

4

44

9d43ff84ad39137ff5602b2f0c893cf9cd7ae9ff193655dc6ab37f4fac26a834

linux

allowed

jailbreak_detector

false

1

DEF2025_00008191

1,766,533,194,604

114.54.89.34

clean

curl/8.1.2

3495b7fc2877bb32d84f10a421ad950b93bda122fc0897f19f4bc3139763fe8c

gemini-1.5

defense_evasion

prompt_injection

2,670

0.96

false

4

43

a1ddb8b0ac5de99a35f4d18afe50ff31195d409f4017641bcc96b11ffd68eaa6

ios

blocked

toxicity_classifier

true

0.96

DEF2025_00008192

1,766,537,214,448

138.247.69.48

clean

curl/8.1.2

4abd10c00ffee186a208482719f8f736b7a760cde8ceb8955bf035cf774bbc82

gemini-1.5

lateral_movement

benign_query

646

0.757

false

3

45

1ca3e3286aeafce4dc7a6f28471859cd56dcdc69ec2dcab164bac75e3d2ab57f

android

allowed

jailbreak_detector

false

1

DEF2025_00008193

1,766,554,374,311

70.158.79.140

clean

Python-requests/2.31

fbf2a14c86e8140232cdcdf845080d939037e9c841078f7d7454da3f0c13fcb6

claude-3

collection

benign_query

4,012

0.9

false

4

16

fff41a9a911d9457fdf05deda13a0886495a7da0856b31ab952615a3a8111c4d

macos

allowed

rate_limit

false

1

DEF2025_00008194

1,766,577,414,964

141.10.245.114

clean

Python-requests/2.31

df77891adb4a6679b1958958f0a21f6c984c73d6f4ae542d5c4b885e444e6f69

llama-3

persistence

benign_query

1,953

0.971

false

3

28

e4f60ea7c9650e08983c16651e1c24cba4abfe6a572ab0be3b6c1a7f0d149df2

ios

allowed

toxicity_classifier

false

1

DEF2025_00008195

1,766,549,694,412

130.146.70.183

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

a4fa69b693d8bb6c56d53eb5ccb10963280a4d80e82a354a99d22db31d530023

llama-3

collection

backdoor_trigger

1,798

0.918

true

11

93

a087a5d6b8a0cdd9baf6021c72050aaf24a4bddd4afcf3e53c9ff078698364fe

linux

blocked

content_filter

true

0.88

DEF2025_00008196

1,766,540,934,259

84.16.31.157

clean

PostmanRuntime/7.32

9002f710b67039331f310b4972fcb041886da23ca638a87b74a79c4037acec38

gemini-1.5

impact

benign_query

3,891

0.795

false

2

28

4e42d6382a6a35f97340c374814fd6b5a4f2f818fe3bfed026b42ce87f7ecd16

linux

allowed

content_filter

false

1

DEF2025_00008197

1,766,531,034,589

15.148.223.201

clean

PostmanRuntime/7.32

f27667ffc86395b1802800f72f7448802525b001b2a70313850be713a505131a

claude-3

reconnaissance

prompt_injection

1,956

0.271

true

3

31

be3dfbac4f856ff2f261abe3b6ddcdb053cfe63f373f3b3816d3d62a76097ee2

ios

blocked

jailbreak_detector

true

0.95

DEF2025_00008198

1,766,554,914,578

36.56.73.173

clean

curl/8.1.2

4e7fa1450c86442b9a51f54731cbc57179b0a7a980fb7f90f66f2b8c7c34c986

claude-3

execution

benign_query

1,401

0.91

false

5

50

15b259b9254c32e6a11f6f4bfda8dfbecf684c94283d43929662343893004127

android

allowed

content_filter

false

1

DEF2025_00008199

1,766,531,934,942

185.15.140.100

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

69c71d192e277ada2f5dceb1a948f878ca44e2ff84245b5df72aefe680cf05d8

grok-4

credential_access

model_inversion

3,066

0.578

true

25

189

8b2ed8a0c59770c04c3172ca8686ee0c534e0884ce4f73a417b9672840b9a008

ios

blocked

toxicity_classifier

true

0.9