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_00009000	1,766,569,916,661	52.195.242.62	clean	Python-requests/2.31	29a1dba178c3608afd1e724724a870b9bb26a0a182623c2dea43149022d5886e	grok-3	discovery	benign_query	1,219	0.472	false	5	22	0eb31d2a875edaeb2f1f093f99404c03a08d8f8859ac90e73270d4a7709a515d	macos	allowed	toxicity_classifier	false	1
DEF2025_00009001	1,766,529,896,235	39.51.200.37	clean	PostmanRuntime/7.32	3b66a046db40dc1b0f36019bf64c5191b88c4705c63757574e42f2fd294d2722	llama-3	persistence	benign_query	3,329	0.304	false	4	12	ebc6570953ea33b4befbf17890bf49841dc472ebb2e830205c9c0b367c6a3f28	android	allowed	content_filter	false	1
DEF2025_00009002	1,766,557,797,081	102.142.182.97	clean	Python-requests/2.31	35f8085334a2b3010118c3021aa34d33f36a43610377b770e1cb7ebd73bb4255	llama-3	exfiltration	benign_query	939	0.8	false	1	24	e4bff2e6ca689d4d7e585cc327114fbd6430cf5c0b9737774974c6fac101b84d	ios	allowed	rate_limit	false	1
DEF2025_00009003	1,766,590,916,562	62.182.218.30	clean	curl/8.1.2	d0ae8abbb6fc89c31652cf90d4a8d80d870e0c5787609744c2f40f365589bbb6	claude-3	credential_access	benign_query	2,053	0.442	false	2	36	4b30a3c26fa48959be931a4da379fc3eb170f7b69a84039d923caec697cabd3b	ios	allowed	content_filter	false	1
DEF2025_00009004	1,766,582,097,066	67.66.156.235	clean	Python-requests/2.31	03100ba622dd04fe5de97450467f8c0f6c12c44e2949afe6c31f6a01d5638a88	claude-3	discovery	benign_query	1,206	0.636	false	3	27	6b8fd8e78d5996d342bd56a6637280781f98f742bee370445c244e0ec8028f25	android	allowed	toxicity_classifier	false	1
DEF2025_00009005	1,766,522,696,461	207.42.126.99	clean	Python-requests/2.31	5556d7676c6a44d09ba40524e482587e9f1342c0524b9b0843efb91753b5a42c	claude-3	credential_access	benign_query	2,243	0.298	false	4	38	15907eb70e744e1f8fe151941c3a2d33fa01fd48963eac590ab1ab8976a9a54c	windows	allowed	rate_limit	false	1
DEF2025_00009006	1,766,544,836,413	129.212.47.117	clean	PostmanRuntime/7.32	48e39a4452655ca5a15943c6b5d7001a2037ff9131dd3bf56dc09fada0723392	llama-3	impact	benign_query	1,391	0.216	false	2	19	cf6ca1e3952ad59830d6737e35234fa7034916b8350f1c04ee730087b1b89a6e	android	allowed	jailbreak_detector	false	1
DEF2025_00009007	1,766,600,876,400	18.89.46.78	clean	PostmanRuntime/7.32	4b2626c0eee67ce03d36db97b9de6f4bfeef5b075d11e86cdca2d1d0bdc6df20	gemini-1.5	lateral_movement	benign_query	657	0.906	false	1	12	4c8b8070d0995929812346131aa7781aef34ef458c0a07682bf3d9e73d68863d	android	allowed	jailbreak_detector	false	1
DEF2025_00009008	1,766,524,076,133	120.86.96.193	clean	curl/8.1.2	3b3af7b0d656a4f3863c40480620613b6a9164a8acb54b6161487d9bb0140a45	llama-3	credential_access	benign_query	3,220	0.038	false	4	10	2499d542ee2f0f959b8014cbd59f1b1c4790ef76096b82d68d4f46c20631d8d8	windows	allowed	toxicity_classifier	false	1
DEF2025_00009009	1,766,599,616,528	222.141.156.116	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	119f36a0afb48e68b8e4242647ec94fecc83eda65826fb32ccb8c9268e966988	claude-3	persistence	membership_inference	3,043	0.105	false	9	164	682be5f8edaf54b6a3152e11ebdc16f1ca697f20098f213f691bfa5bbed7de5d	macos	blocked	rate_limit	true	0.9
DEF2025_00009010	1,766,517,956,948	20.250.71.48	clean	curl/8.1.2	4ae75346c067f7077e5b0ad0c11ee5ba49fb7ecffaf12a932536a98b16c984be	claude-3	discovery	benign_query	2,495	0.231	false	4	42	cccf3461513ca659a46a2ea8097b08edc37baee1eb716e9075c3a76100462609	android	allowed	rate_limit	false	1
DEF2025_00009011	1,766,534,816,288	113.177.216.24	clean	Python-requests/2.31	52ee2de4ba07cf02917bd3ad1d56db65f88581277ada0beac0865760d09ee35f	grok-3	execution	benign_query	2,724	0.593	false	5	16	1755325d660656ef5797f9a8e2c1e4f2a44396b9559cc3f202aab2332a6673bc	linux	allowed	rate_limit	false	1
DEF2025_00009012	1,766,533,797,122	42.229.62.79	clean	PostmanRuntime/7.32	16dcc67df07c2ff84e6e01919ab2f80e90f0aee8eee6a81094a55da9abab34ca	grok-4	lateral_movement	benign_query	2,188	0.298	false	3	23	dced1bad9aeacd507250d263e48bd023101633da4fc29e3e9a2ca38b939b78b3	linux	allowed	rate_limit	false	1
DEF2025_00009013	1,766,570,936,640	223.173.54.219	clean	Python-requests/2.31	4109ee1096736b1f6f2d83e17c93428c088cbb8eecba3f245573697be9508ba8	gemini-1.5	credential_access	benign_query	3,786	0.156	false	5	47	7e06156ad9f65caaa11a3ab56e999ef0abc959c8222a3071cffb034354d2c8ba	macos	allowed	content_filter	false	1
DEF2025_00009014	1,766,598,776,558	160.56.87.50	clean	Python-requests/2.31	6f9490fc60bd464472af0be88405c3c8e0c3f5f451397fa30d70e513a31fddf5	claude-3	lateral_movement	benign_query	2,314	0.222	false	3	21	a740d99132a3be41741b5c2c6be992fabe8954f2afca327e20877ad581bf5ace	windows	allowed	toxicity_classifier	false	1
DEF2025_00009015	1,766,529,177,084	165.246.114.191	clean	curl/8.1.2	2fa95dc2f7780dc19efebbe33ddebd09d39e98f515990d0c33521d9a5ca4c347	grok-4	persistence	benign_query	3,616	0.815	false	5	33	37d6e5354ee12351e313e7e73dabc160b0542e069023aedc2590fbf26cd4315c	linux	allowed	toxicity_classifier	false	1
DEF2025_00009016	1,766,586,116,427	137.139.83.47	clean	PostmanRuntime/7.32	9ae5f6a37728356106488d3c9b7535a2d6b8240834ace0ef9a09239f9331a769	claude-3	defense_evasion	benign_query	3,979	0.631	false	3	31	8eb30b7d47e8854c9c5d5d6076923410e544b856496b36fc4a5f67c1fc2bca36	macos	allowed	rate_limit	false	1
DEF2025_00009017	1,766,541,776,743	165.21.217.123	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	c36f4cab2dfb43d40d4f21f352ae2875764826b63c7833665437c598eafb69ff	gemini-1.5	execution	data_poisoning	3,204	0.291	true	11	272	b3f90d36cb82e31d10ea23c921c9f76c611bbc755b633ac588b7921ea15af5c7	ios	blocked	rate_limit	true	0.9
DEF2025_00009018	1,766,522,097,120	196.65.95.242	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	53735afaff44dee1c9ba369c26cae0f4ed1d32f0e0f1b23ddb2f87927c56e79f	grok-3	persistence	adversarial_example	2,779	0.152	true	6	259	d121cd72dce351a1858a537b45acf6b31d51f036857d8f725a25905274ed1132	windows	blocked	rate_limit	true	0.98
DEF2025_00009019	1,766,555,156,970	28.80.169.129	clean	curl/8.1.2	e0363671fffed35521726f3fcb9a0eddf928563556ba6b2556dbab31c2d669b3	gemini-1.5	defense_evasion	benign_query	2,643	0.328	false	3	27	6c6baee36284d2ef2a151b5c36299d715246fd0c783022b06511131aaeaabb96	macos	allowed	content_filter	false	1
DEF2025_00009020	1,766,564,276,301	9.189.49.1	clean	PostmanRuntime/7.32	e0c92aee9bd23ffcbbdf24d491f0f45040af5fab3f93be384844bfd328e3519b	gemini-1.5	lateral_movement	benign_query	2,249	0.352	false	2	29	3e9b9946c36d74a77acc2660e3181e7ef4692f0976b4ca3619d507ffcf5b5699	android	allowed	content_filter	false	1
DEF2025_00009021	1,766,554,556,795	33.158.180.204	clean	Python-requests/2.31	3642c8a620302d4e5a047bd12e8f3d73a7b48f12d75c071314064a5dfe6a1800	gemini-1.5	exfiltration	benign_query	1,352	0.734	false	1	48	a378ebd11992b5c590b646e7937f713bdf34308e7a7abd1556f6fd33f9561d87	android	allowed	content_filter	false	1
DEF2025_00009022	1,766,597,936,369	102.30.58.153	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	846cb72f5359113e3e7e312381183172755e883384e0f052cc94236ca8c2b2cf	llama-3	impact	prompt_injection	939	0.795	false	20	65	19c1a5c38a3de36e2bd14d61d7130c40d42da8b877fe1b7cd41a5c987ccb0562	linux	allowed	content_filter	true	0.9
DEF2025_00009023	1,766,564,096,830	38.62.143.243	clean	curl/8.1.2	6f813b2062576ab021bfb92681263232ac20a9e474ff75daeaab09c4f0956af6	claude-3	persistence	benign_query	2,621	0.67	false	2	19	0a0b6b2dfbbb6328c41dc962af0ab462e7400998c89f60ffbfe7ca04c08011ed	ios	allowed	content_filter	false	1
DEF2025_00009024	1,766,558,936,956	8.137.41.83	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	29fbc57d8609b44537b64eed14dc80b8725118791d3574583902b0757f48ecee	grok-3	discovery	prompt_injection	3,480	0.666	true	21	68	78072bf97a61e5324acb1f3d3d2114b7ea40b656c515f8de23559af6ddcb04f9	android	blocked	rate_limit	true	0.91
DEF2025_00009025	1,766,529,356,480	214.78.91.7	clean	PostmanRuntime/7.32	4eba7dd6183f1e104b9ce33c932d6f82d5725acc64705bcbeb6c374cd2687f78	grok-3	exfiltration	benign_query	4,019	0.401	false	3	50	c73376d6a4256cf5740c3a1d0a6c82f23b9fe4fe171e152d806f4fbb85e21d88	android	allowed	jailbreak_detector	false	1
DEF2025_00009026	1,766,533,916,585	29.94.190.118	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	d8f238bed980b399498ddda41fa1019066da44e4e1ea15d3cdaab5f8cf55363c	llama-3	lateral_movement	jailbreak_attempt	1,951	0.152	true	30	170	a224aa57dde29f20834511d58bf3f1538de4c6874c57a6d0fba3cfb2917bd117	ios	blocked	content_filter	true	0.97
DEF2025_00009027	1,766,583,416,575	45.234.117.172	clean	PostmanRuntime/7.32	248da569093e8013febfc9f45e3756ecbcf45f1630376405ad20acaf34b6b5a3	claude-3	persistence	benign_query	3,709	0.75	false	2	36	a841ce0c712e963948169405302ac0858829d5f07030513616c4dc08591c141c	linux	allowed	jailbreak_detector	false	1
DEF2025_00009028	1,766,539,316,609	21.147.34.98	clean	curl/8.1.2	fe31139c0abaef6ccdabc7040fa6cf0358b2401a7e2810772b611854fc66f4e6	grok-4	lateral_movement	benign_query	1,262	0.985	false	1	36	e0adb4e533efd45eabdd8a8127aa5400d644f1c0ff576fccc4522b27a643f71d	ios	allowed	jailbreak_detector	false	1
DEF2025_00009029	1,766,587,496,697	64.204.6.117	clean	PostmanRuntime/7.32	00b7e4ad1f188ff9f2ef5ed55c8f29069e6082bcde6a3c3355c57caaab9f5c61	grok-3	impact	benign_query	3,757	0.948	false	1	50	2dfd16b6ca4450cc9fa7b6dccf859288116927eb05e9ebc8a0325bd9a2a35df2	linux	allowed	rate_limit	false	1
DEF2025_00009030	1,766,524,076,181	155.195.57.87	clean	curl/8.1.2	fb6504b3d5d7ee4f9192802c57a2894649f5bd633bd45ed6a6e56e8d48093de1	claude-3	impact	benign_query	2,141	0.494	false	4	22	cd0c4b45d7468abc3af5ffeb2c4caaa2ad0edb029db2f64e22802bee61400cb0	linux	allowed	content_filter	false	1
DEF2025_00009031	1,766,560,977,001	93.201.117.115	clean	Python-requests/2.31	4a4e495e612b0e8c726a44694092f43dc2983ea289c0a980f8e6f12ba56a9f81	grok-3	initial_access	data_poisoning	3,636	0.512	true	4	22	8c732d741293a39434c839d0b311194aa1b0153ac1e869093bb230380cefcb79	windows	allowed	rate_limit	true	0.89
DEF2025_00009032	1,766,563,496,718	84.228.50.6	clean	PostmanRuntime/7.32	b54bf41aa07bc66f6ab61c59dd3f72f6db4b24551d23f781d804cec7fcf78df4	grok-3	collection	data_poisoning	741	0.342	true	3	43	57ce7a87a1054c8a3cc845f63a763a15e6751933a50d2611c1e250dc10fd9669	ios	blocked	rate_limit	true	0.92
DEF2025_00009033	1,766,579,696,683	160.76.11.58	clean	Python-requests/2.31	f2bbffb532dbb3b37084a3aa6ffa60c15915e198a6dd84bc9b633cb648b198f1	claude-3	collection	adversarial_example	3,260	0.791	false	5	32	7b12e22a419b46507c48cfdbbfbf1d451b8f835cc16a3ccae8de289430898769	macos	blocked	rate_limit	true	0.94
DEF2025_00009034	1,766,572,916,374	61.147.197.193	clean	Python-requests/2.31	f3536cbe31527a97a1601faae4dee03edfd37227a1c2efa0d48fc09e07322089	claude-3	lateral_movement	membership_inference	3,159	0.899	true	2	34	c83b25c0dfae3ed551dde9d02a44e550b4118d31c70ed5bc29d59ad93b973e2a	android	blocked	jailbreak_detector	true	0.89
DEF2025_00009035	1,766,596,796,978	111.143.243.167	clean	curl/8.1.2	4578eb11b835b5fdf46516fd2e37f9cd5ef3e0ed234ef4e244716538e8b68946	claude-3	persistence	benign_query	1,068	0.73	false	2	39	70c20ef693cb72d4f31b6e22a93cf2842c2266b016537f2a901a08f1e8fadb9f	macos	allowed	toxicity_classifier	false	1
DEF2025_00009036	1,766,544,177,108	144.163.100.96	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	b020335fd79d2693987a60a38569475901e17bc9805277fa07a5c29c10f9b6b1	gemini-1.5	impact	membership_inference	2,322	0.31	true	22	270	ad2a81611e09a5a5da6819d0c81242b1227c75d7f71064857bd122a16a4eb73b	ios	blocked	toxicity_classifier	true	0.88
DEF2025_00009037	1,766,588,037,171	159.194.191.38	clean	curl/8.1.2	7022972a6aca4e99a02c9439b80833408116884844ebca7731250ef202c53e7e	claude-3	discovery	benign_query	3,075	0.867	false	5	13	cd694f3bceb7e30b7b04880778df3134456e4584f0f2264da547f274afe06885	android	allowed	rate_limit	false	1
DEF2025_00009038	1,766,574,897,067	202.78.119.96	clean	curl/8.1.2	90786a7b79ae9e63f8b3be44d1102bacd412bdb4ce0590d3f38e87a09f61ccc2	llama-3	initial_access	benign_query	2,967	0.37	false	3	16	d8048de6477ec992e39afbebf7fd334c4dc80c0eafd40f0c0c1742986d03b837	windows	allowed	rate_limit	false	1
DEF2025_00009039	1,766,533,976,777	25.52.13.123	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	585a8458be0f7ea66ad1427898b89f924cc9e7f3da5bb64df51246be7dba1ad3	claude-3	defense_evasion	model_inversion	1,779	0.254	true	9	138	938b5c1c38862e01a3db79ea1f615ee5c6caaa28df9dc2cb59a732ff8d073b3f	linux	allowed	content_filter	true	0.98
DEF2025_00009040	1,766,523,656,947	6.100.198.12	clean	curl/8.1.2	916d472490949c516e923ffe322965ca42ac2fa0f0fda8316904c6dc6bc81786	gemini-1.5	lateral_movement	benign_query	1,838	0.84	false	2	36	8b3cae9a088f7b9e97780d2fbb9beed4edfc34e08ed2d6bfd1891c6034f59b9f	windows	allowed	toxicity_classifier	false	1
DEF2025_00009041	1,766,578,316,340	185.191.173.253	clean	PostmanRuntime/7.32	75e561b036124af5fe56678bca44d13ff728f46a4e4843008c1548b5c64c1ab2	grok-4	impact	benign_query	3,398	0.106	false	2	16	ff3b21f77e401752b456a332a5186ddab1548dcc1c0f976e5a31344bf7c95e0b	windows	allowed	toxicity_classifier	false	1
DEF2025_00009042	1,766,534,756,738	136.111.161.227	clean	PostmanRuntime/7.32	8dc778460c2b7f10220b12c1287f76af3d687740fccb649df2f1643d856ffa07	claude-3	defense_evasion	benign_query	814	0.941	false	1	19	cb1c1ed473f6009186628579adc486dfa934fe4aaf8f92a1565cebddb70c6ced	android	allowed	jailbreak_detector	false	1
DEF2025_00009043	1,766,585,756,612	3.81.97.231	clean	PostmanRuntime/7.32	d6db8ac4c74c5d50a2bedfac02b5381ae517811c17398df66ec54a671d366ff9	grok-3	execution	benign_query	1,224	0.24	false	4	43	3f6c7220f452eb9816a369a4ece6f088833cdf41824a177dc9b87d5ac626d2f2	windows	allowed	toxicity_classifier	false	1
DEF2025_00009044	1,766,599,317,173	204.25.54.86	clean	Python-requests/2.31	c5041d2186a98f971e859d16dde1bfc594118322a047d36510998f696477a5e3	grok-4	persistence	benign_query	1,633	0.733	false	2	43	955794a89f8b24727cbda4c699c35da58ad5c0b3d6065272692482a68fce1bda	windows	allowed	toxicity_classifier	false	1
DEF2025_00009045	1,766,563,496,734	153.167.1.58	clean	curl/8.1.2	d9ef3713693cc8cddefff17174b3c43402f23a66e1d9d3788386e4d1f7cae45f	claude-3	persistence	benign_query	2,659	0.524	false	1	50	dbf5d30e655086d77e2f47becffaea3b41973657b0dafdfbfc165a29c7cdbaa7	macos	allowed	content_filter	false	1
DEF2025_00009046	1,766,544,056,755	89.199.19.212	clean	curl/8.1.2	ccd95e02dd9503ff3edcda66396cfaf57ff7f01f96bf67670ab08dc6ddb5c042	grok-4	persistence	benign_query	3,094	0.322	false	1	19	1f6ce2161c9f0593e57eba9c642aab4a729f9a1078b48e8fb2cedccb58ee0557	linux	allowed	toxicity_classifier	false	1
DEF2025_00009047	1,766,529,837,211	216.104.135.140	clean	PostmanRuntime/7.32	8f3923a1e1d1fede4700ddf9e459bcdc7f4cdf33e38aa8e21181978d7d2d0953	grok-4	persistence	benign_query	3,639	0.093	false	5	46	31a2f76dd399329b37db93b7292b3885e828d4ce23ad1511451187e4a2eadc41	linux	allowed	toxicity_classifier	false	1
DEF2025_00009048	1,766,550,176,247	128.253.150.99	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	9637f8251b7b73f5a32600b11f76c87581dd2656e84275db1b337280ab809ee9	grok-4	lateral_movement	membership_inference	3,676	0.355	false	7	227	1ed6b4cfe7a6ccc3eec82d1381580e7f3c198fa19248430822d5c68d8edaeba1	windows	blocked	content_filter	true	0.89
DEF2025_00009049	1,766,581,677,040	61.107.141.99	clean	Python-requests/2.31	d528a676bb83e678e9223ac8e992fc220373af84783eafa8bd8500796a89b12e	gemini-1.5	defense_evasion	benign_query	2,644	0.624	false	4	41	6af9ff5a0b9a5972d97712b5557ce7b63cc058be947427263298cef1091cd2f6	macos	allowed	rate_limit	false	1
DEF2025_00009050	1,766,524,076,815	42.46.115.115	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	62a43e13609de2548b40510124e701277a880d3456de2ede7c0b809bd4ed52a8	llama-3	defense_evasion	data_poisoning	2,551	0.849	false	9	135	2ebafaa245425245adec55a3ec9c889960a10148212aa240f7e94c4ff26d5542	android	blocked	rate_limit	true	0.98
DEF2025_00009051	1,766,602,617,005	116.14.219.135	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	ef39238a958ec1ad683224d1d926f2088bd378e6bc552de409782ad1ecfbffb3	grok-4	persistence	backdoor_trigger	514	0.35	true	25	175	01b01e9ecb43035f0f7141a95da727fc4d383da9209f8acce01e3ce453ae68db	android	blocked	jailbreak_detector	true	0.89
DEF2025_00009052	1,766,579,936,383	192.142.244.49	clean	PostmanRuntime/7.32	048130108c9faade60525969afcfb38ab8eb4cefca85103e9ebac2d5a936d917	claude-3	credential_access	benign_query	1,284	0.633	false	1	10	4f61d41884528f6e84a677cdb3fb9f3ec195e27712cba59f267d35de0c1f939a	linux	allowed	toxicity_classifier	false	1
DEF2025_00009053	1,766,577,476,812	96.101.126.122	clean	PostmanRuntime/7.32	359a1f088c644872028c83013759fb272a925bb7c9cd0f8939265411439562fa	gemini-1.5	credential_access	benign_query	2,473	0.981	false	2	41	4d7ee3309ed982342e2e040d818aafd9721ca06432200913ab66d9c4c3157809	ios	allowed	rate_limit	false	1
DEF2025_00009054	1,766,585,156,704	25.149.178.158	clean	curl/8.1.2	f8a6a34b0841dc07ff0a0a4f315a6775069a0351597d25c0451ffdf8e1ce9a13	grok-3	credential_access	data_poisoning	2,020	0.315	true	1	17	c404eaab7b62f67ce7266b57df5c3c8dec396d2155d4ab96f395394c2e04576c	windows	allowed	content_filter	true	0.94
DEF2025_00009055	1,766,593,916,984	51.159.12.102	clean	PostmanRuntime/7.32	51a2b1f940c2e255c4c42614071413db886182ea353c478f2bfad929ba48132f	grok-3	initial_access	benign_query	3,653	0.678	false	4	12	b43bc14f771e36be0afd54854539170a00a6ba81b5e77ef7eab5953db1a28e7a	linux	allowed	content_filter	false	1
DEF2025_00009056	1,766,544,776,332	146.249.128.249	clean	Python-requests/2.31	37659df23f3658b6d81cb132c8dc10b3d1eb9bc31f08e5a008286139dc7b1c9a	gemini-1.5	credential_access	benign_query	1,300	0.263	false	4	39	2cb589f5d11ab64e373bf00542013cfe06ef4b9108de4179bb92d2516502393f	android	allowed	toxicity_classifier	false	1
DEF2025_00009057	1,766,600,996,423	179.75.233.84	clean	Python-requests/2.31	f7c6fb34ef7a2c4776842636aa024ff5f67da0e8ba6021d447bb711a5889c6a4	claude-3	reconnaissance	backdoor_trigger	3,173	0.718	true	5	24	f2b1f578f5491b92867840afd8b9f5b703a46d121e19f2cbf77c9de22161c44c	android	blocked	jailbreak_detector	true	0.93
DEF2025_00009058	1,766,574,416,245	222.64.149.143	clean	Python-requests/2.31	540f78a44da420cfe6e6146e15ef735c9b3762a6e195e8376fa93227f0edcf08	gemini-1.5	impact	benign_query	1,934	0.902	false	2	20	3edc121627dfe98755ab8b1f43d04ec75c9d58e0c0e3a183689d793db3e82f2b	linux	allowed	toxicity_classifier	false	1
DEF2025_00009059	1,766,584,797,139	68.248.157.248	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	6e52dbd9d56cb0efbdb642f67a98eed985852b040387cfd5826669ec3391e5ce	grok-3	discovery	membership_inference	2,296	0.52	false	20	290	4e01d057c0d750e2f8d73c07a95ffcb510ac7bff8c355d06b9e56496f980f864	macos	blocked	content_filter	true	0.86
DEF2025_00009060	1,766,546,457,000	53.222.155.101	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	71a0947cba7fb2be02c875b5cb517bf50795c31b7e6ee8d15b6c7c19427764e0	gemini-1.5	impact	membership_inference	1,144	0.608	true	13	348	0e3853fd1e5945271fae5f9b5570f7b0ffbfa8f3ec901fbbc3a941f5e5121bb6	linux	blocked	rate_limit	true	0.97
DEF2025_00009061	1,766,533,496,750	109.254.178.253	clean	PostmanRuntime/7.32	c654ffca444d18be73e5e5c8dd751f1b28d9a5e675e6f4bb56ec3b3ff7651306	llama-3	defense_evasion	benign_query	3,640	0.43	false	4	11	929ef041d8748276d22a07c1b3799b1e5a89b212dcf19094397aeed3b93be542	android	allowed	jailbreak_detector	false	1
DEF2025_00009062	1,766,549,217,215	26.218.87.120	clean	curl/8.1.2	3deb53d51fde25b8308402afcc9509acb6c0114c442f4ae69f81fd9f4e6703f4	claude-3	lateral_movement	backdoor_trigger	577	0.67	true	1	12	420d09c90615c9ecfe061f086f48dad667f56d4ada1857148f9d3b8993478305	macos	blocked	jailbreak_detector	true	0.87
DEF2025_00009063	1,766,593,496,697	203.205.78.174	clean	PostmanRuntime/7.32	d7cdeae266984404796ab960c460ad9a83be8be92e2a441c0dc166ce9fe7b673	llama-3	credential_access	jailbreak_attempt	1,269	0.81	true	5	14	1e2a1406b664bf9b2caafcf20523738264bafabb0353e61f7c281a3a3e1833c3	windows	blocked	content_filter	true	0.95
DEF2025_00009064	1,766,536,256,402	197.27.10.205	clean	Python-requests/2.31	7d44fea306cb4ce864b7e725256e1546515dc0209ecdda2ecbd69b09bc75a438	grok-3	initial_access	model_inversion	3,316	0.047	true	5	32	54f34ab627f40575ade2fd79b0430f402159c1aab586896961d72ba44c77c7ef	windows	blocked	toxicity_classifier	true	0.97
DEF2025_00009065	1,766,521,317,058	183.76.15.64	clean	PostmanRuntime/7.32	fa8592191eb31e5e509273943eda828109f5979d85d08647dbe0161c1ae718e8	llama-3	credential_access	benign_query	1,724	0.865	false	1	20	fe1ab68ae0d8d09e39adce1109567278eeff4e21cac5a28f9ff18f3dc13c3c16	android	allowed	toxicity_classifier	false	1
DEF2025_00009066	1,766,561,157,164	28.247.136.244	clean	PostmanRuntime/7.32	fdf3d9e153865352c90659dee5791b977e548121cba67f1136ef9df8cf4547c9	claude-3	lateral_movement	benign_query	1,071	0.746	false	1	39	a5c35f51124dbd339057cdc29f58acb8adbaea36f3d726a68b865fdbc000cc40	macos	allowed	rate_limit	false	1
DEF2025_00009067	1,766,561,516,670	95.100.32.174	clean	Python-requests/2.31	3e4650837e7a04d9b317dd6f4460c855c082dad2fe86f5a2e82ee737bdbe3320	gemini-1.5	exfiltration	model_inversion	1,473	0.395	true	4	35	5f660e799c368e1828e389c7b851653c54f1e24cc4c46789007daa9ca5168eb3	macos	blocked	content_filter	true	0.87
DEF2025_00009068	1,766,563,977,131	11.32.127.102	clean	Python-requests/2.31	5cf6de158fbb9e375e120bb49802882b0b307382814eba5d5697c49442b6132c	grok-4	lateral_movement	membership_inference	709	0.511	true	4	28	57205df8328560ac518108e4828079c8fafc0953f723dfff3bc195acb249f542	ios	allowed	toxicity_classifier	true	0.9
DEF2025_00009069	1,766,544,596,976	134.144.185.185	clean	curl/8.1.2	e0afc36e325ac18ba9e0ceca2ef3460246d1b6d8063962e07c472446a32c20e3	llama-3	exfiltration	benign_query	3,759	0.764	false	3	23	c69f39b50ab7244cd1c44b379af30a6415125423b9f61bdac51295638caf68f6	macos	allowed	toxicity_classifier	false	1
DEF2025_00009070	1,766,562,836,354	185.87.197.226	clean	curl/8.1.2	3b93f6bab53b6807e8d309f1968c5720ed038e36530c939c4fecddc700570112	grok-3	lateral_movement	backdoor_trigger	918	0.922	true	1	10	9262e15e63d4b6258a428939282852b101c87c8a1ea674ce9937bcca017aad31	ios	blocked	content_filter	true	0.91
DEF2025_00009071	1,766,588,637,176	215.227.198.101	clean	PostmanRuntime/7.32	4c013915a3303f725e623bf66f2214306f1537c60e2bd1200b706d547526237c	gemini-1.5	initial_access	benign_query	1,932	0.025	false	1	16	af131b5486604dcaf0543cba0314dc85a68e24a9d3b2c595915f870a561494b2	macos	allowed	rate_limit	false	1
DEF2025_00009072	1,766,575,556,937	37.105.54.49	clean	PostmanRuntime/7.32	914a853be2315f3416f0d77e82b894d4d710ff83b7b05d79fdc8631332a95315	claude-3	lateral_movement	benign_query	1,248	0.819	false	3	37	6d081f33aa21dfc79ed54aa5d90192c5578cabee248c03806ab926f7834d0d03	windows	allowed	rate_limit	false	1
DEF2025_00009073	1,766,562,776,754	177.77.21.92	clean	Python-requests/2.31	230c9eaacabb68c89863866f1c90e66d89c9c4a5addbca2dbb7bc3ee546a16d9	llama-3	collection	adversarial_example	3,481	0.802	true	3	32	a6fc76c5ffe24a02b14ca338557c33e84c96eecf292e78ff53df3f2dd713a81f	windows	blocked	jailbreak_detector	true	0.94
DEF2025_00009074	1,766,562,656,474	28.17.193.1	clean	PostmanRuntime/7.32	2badc62306eb825ac4ec98d34278546d4f89c99554c506a81130b5b7418fca58	grok-4	credential_access	benign_query	1,652	0.635	false	5	39	2b0d964766ac3382fb447aabf5821710cb67982411b812bbc34e06ef887d8863	windows	allowed	rate_limit	false	1
DEF2025_00009075	1,766,558,096,545	69.175.73.6	clean	PostmanRuntime/7.32	0be52aae76a39df9ab586a97174c57da78220a3cdef37aca00ceb47d14f04dcd	grok-3	credential_access	jailbreak_attempt	1,252	0.358	true	4	19	aef5c8ce6b800c04ffb15edda7dcf69809a894d2f49db951449f1a0f1bd50108	linux	blocked	content_filter	true	0.94
DEF2025_00009076	1,766,585,516,593	114.52.142.202	clean	PostmanRuntime/7.32	a813102f2355196649a99178fa2d1947ea436da6ecd282708c3b32f44ebeb7f4	claude-3	credential_access	jailbreak_attempt	3,463	0.778	true	2	42	2a897930f518ed7d0adcb65fd2961241f10f32d1fa9650eacc72b6dc780743ac	ios	allowed	content_filter	true	0.88
DEF2025_00009077	1,766,593,857,287	103.159.239.20	clean	PostmanRuntime/7.32	c8e887d4184394778822bdd104aa470e5087f2d3dd2d06a9f5e6dd1569de0daf	grok-4	defense_evasion	prompt_injection	2,917	0.073	true	5	41	8dd771c39e0536e157e515384c4e20e45243aabca8d0fa73050d33b5647368e5	android	blocked	jailbreak_detector	true	0.98
DEF2025_00009078	1,766,591,577,248	80.43.90.191	clean	PostmanRuntime/7.32	d360f12c4674787f717178d013f7d66170daccf93b027d5730208fe2c86236bc	claude-3	discovery	benign_query	2,292	0.075	false	1	17	1e779edd8fc75ecc6339ddd0aa9b6511a89c76adae25c9208db325185c2d76a6	macos	allowed	content_filter	false	1
DEF2025_00009079	1,766,517,656,990	210.248.162.191	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	1446a5bb37bbcf10cd12bb391054f90a9ec21c5a5c6df2416c43d86c277b5183	claude-3	defense_evasion	adversarial_example	2,874	0.426	true	20	267	b94778d6ec937d5c54118ea2ce606e83ff0800d3f76e9cf972f6b7fc2313294e	linux	blocked	content_filter	true	0.88
DEF2025_00009080	1,766,597,396,837	85.185.159.25	clean	PostmanRuntime/7.32	4502c150ff2f5301a3084a82f30e3e786e3aef729b2e0a03f901933a36438ed3	gemini-1.5	discovery	benign_query	3,746	0.328	false	5	39	838973563fca23e229e019e0d1f2501fcad62af1225ee2ef2bbeb1ce76d541f5	linux	allowed	rate_limit	false	1
DEF2025_00009081	1,766,544,836,450	45.236.118.183	clean	Python-requests/2.31	6b74c0074ba7845ac325e5cbdd74c06bda3cf0838c91c981c971ad96e7e54b3b	llama-3	credential_access	prompt_injection	3,910	0.832	true	1	24	9a1e1da61e90d9c24d474611b368c42ff11176a82f6ffd26e8f2ea7cb163819e	ios	blocked	rate_limit	true	0.97
DEF2025_00009082	1,766,595,956,591	24.29.191.26	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	36ddc4d9bd5d27f25296a4513838f9db5f2e6aef1369775d88d80888a6f62675	claude-3	exfiltration	membership_inference	888	0.413	false	8	73	15e3da2a68fd935c5f0524d2fd3eb810f03f9df8002d48d9f76333854cf10cab	linux	blocked	jailbreak_detector	true	0.86
DEF2025_00009083	1,766,551,496,643	11.186.206.133	clean	Python-requests/2.31	0044a8f11ffc877718c0cef97e742f17660ffa103727ad7c6d308e77fd747076	grok-4	impact	benign_query	3,088	0.247	false	1	34	fac5c4a2af6bcbe1160ad3faa3191da9d90182837087bce51038c7afff359404	ios	allowed	toxicity_classifier	false	1
DEF2025_00009084	1,766,568,536,841	203.212.50.228	clean	PostmanRuntime/7.32	1633403e3de91a0a8af39f0a89135860f9c92e886e6800fefdd135ffa2ffbe46	claude-3	persistence	benign_query	1,692	0.323	false	4	17	cf180c84175a085abdca17416f7b7403e782bb9fdbc72338f1a64529ac5f6af7	macos	allowed	toxicity_classifier	false	1
DEF2025_00009085	1,766,521,917,181	104.215.70.227	clean	PostmanRuntime/7.32	e1236b2e1f19e531e55e6122a5307032323f5427a9091f9e742e6b2f8474024a	llama-3	impact	data_poisoning	2,873	0.916	true	3	13	7331feaa4884464be44f73a3e46b21acc688bece5e99a1543b1dcf0868b9eaac	windows	blocked	toxicity_classifier	true	0.91
DEF2025_00009086	1,766,553,296,660	86.92.70.73	clean	Python-requests/2.31	0793664c3bc6c6bc26f7195725cdeb18b3aa3fcce46cc8a2c429f4be14909b9e	llama-3	initial_access	benign_query	3,955	0.566	false	1	12	ab2e018998537fb24f4e78f05b890d04a61d0b39a60e39ddea21570ea113fca0	ios	allowed	rate_limit	false	1
DEF2025_00009087	1,766,535,177,076	30.202.85.143	clean	curl/8.1.2	7d2140fc945a310e9389ba978eaf37277ed3713629c70beb9c77395bde0e1f72	llama-3	impact	benign_query	3,378	0.735	false	2	36	1f5c208c8c2387c7bece822d6cfaab66a637827ed9f71bfb4dff41816bc23743	ios	allowed	content_filter	false	1
DEF2025_00009088	1,766,570,876,411	182.26.230.230	clean	curl/8.1.2	3a71e44fc172efc6c38a6cc6574e7a746c1207acfbabe696c185bc59fcf68967	claude-3	lateral_movement	data_poisoning	2,452	0.684	true	3	45	b458e08729f828c4399a8532d3c0826f8d29fa6ca5b41121cdeb554aeaff245d	windows	blocked	content_filter	true	0.94
DEF2025_00009089	1,766,571,236,774	217.160.218.64	clean	curl/8.1.2	a067629a7336fd1cf1acc86d3dc129518d24c66234234a5d071fde9882e9e38e	llama-3	initial_access	benign_query	2,342	0.378	false	5	48	f9b37034a1b6f392312fb11b5d13b288859b9430c13d77d35e6879c3fbea0f0d	android	allowed	rate_limit	false	1
DEF2025_00009090	1,766,552,816,850	181.82.1.98	clean	Python-requests/2.31	27af70ac257b0ab76366435d7958948d390777a8c57e40de49fa336b182ef91d	grok-4	discovery	membership_inference	1,060	0.678	true	1	17	8dd90fcf24fb73015ac7c275d1c2c22b698b785153aa278007fbaa90c74aa54e	android	blocked	rate_limit	true	0.96
DEF2025_00009091	1,766,581,797,170	121.217.49.8	clean	curl/8.1.2	35c2ac2baa7b9ba452d9dd51f30c65dc90fbb8db6c3ddad6bab45e4c6b85cf69	grok-3	persistence	data_poisoning	1,512	0.973	true	2	19	70f129e413288a50d1ac74fbcb099f60a9ff681f5f22e250be9f24a26b3c8f85	linux	blocked	toxicity_classifier	true	0.85
DEF2025_00009092	1,766,549,577,130	49.139.89.206	clean	PostmanRuntime/7.32	f5a6135b65a55eb7836c673290ac4b3a77f8c2d503505eb5d03b8b2c49650b18	claude-3	defense_evasion	benign_query	967	0.447	false	2	29	435faf056ba67123eb3b3b70b6d89209d3992025ab3a5b7ce82ffbd62bcb3b34	linux	allowed	content_filter	false	1
DEF2025_00009093	1,766,570,816,891	174.240.229.142	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	889352d69e421d92c420a7fd55d9a28af231130eca814a56eda7b3d7b3046e07	llama-3	persistence	membership_inference	3,394	0.209	true	24	294	98fbff99d7fa811ea8e80b9a935ec21afd94b96252d5c0270b42b71c3c95d642	windows	blocked	jailbreak_detector	true	0.89
DEF2025_00009094	1,766,593,856,440	20.205.141.101	clean	curl/8.1.2	666a44c5d4f0d083975701ee9a2ecea186a68e5235b29240f84e06dc33e8912c	gemini-1.5	reconnaissance	data_poisoning	701	0.743	false	3	45	28abe22db5fbffba23c6c90216045dd4d7c0e6450a396b9fa627c3a4d317ec1f	macos	blocked	content_filter	true	0.9
DEF2025_00009095	1,766,540,997,033	83.4.225.73	clean	curl/8.1.2	ded41b562fd0494ca0c38ef8a29f3e6f18504f9c6eba24b04d74f86fe49160c7	gemini-1.5	reconnaissance	benign_query	2,991	0.621	false	5	42	f97b01e44ce3a280429af57d50f552578f3fdb939dd1371a1eefa3b7c9f4add5	windows	allowed	rate_limit	false	1
DEF2025_00009096	1,766,548,136,759	100.236.228.181	clean	curl/8.1.2	97086562f667bec75443032a51f5c113dced855fb4daf1b3c4e97debfbcd154b	grok-4	persistence	data_poisoning	939	0.71	true	2	34	3be68ba7b7ec910ce0459c233dd5238f0e9ad5ff5e7c1e0b9ee4e84bc8b78586	ios	blocked	rate_limit	true	0.97
DEF2025_00009097	1,766,551,196,478	63.67.115.158	clean	Python-requests/2.31	10896a96fe1f34bc48af4a98cc4d583a4a42e32f4f526cf25ce60c099114d3a4	gemini-1.5	persistence	benign_query	1,377	0.399	false	5	16	25b9a4694299a4c6164b253f708258725d9b3934829ce60d30386bfe644c2c4c	ios	allowed	rate_limit	false	1
DEF2025_00009098	1,766,534,936,621	110.92.241.185	clean	Python-requests/2.31	0311526c686c16f4ae67108ae41427b54e3b95045242a418ea7342b504e1d794	grok-3	credential_access	benign_query	4,021	0.442	false	1	30	14d5f0612ef85cf39ed63b33d7a83afdd60ffbec1fb3c3c4a847511bbd2c7b44	linux	allowed	jailbreak_detector	false	1
DEF2025_00009099	1,766,565,176,996	105.34.4.36	clean	Python-requests/2.31	e1ad6344bb86ab89eafc0751eb57c77676e6ec0ccc6d4a6e432f98c0663e0160	grok-4	impact	benign_query	3,425	0.669	false	2	47	7509a64fd3010cc946a5da3213bba438b69e942af6a78fa636a6f6633bae4d21	windows	allowed	toxicity_classifier	false	1

DEF2025_00009000

1,766,569,916,661

52.195.242.62

clean

Python-requests/2.31

29a1dba178c3608afd1e724724a870b9bb26a0a182623c2dea43149022d5886e

grok-3

discovery

benign_query

1,219

0.472

false

5

22

0eb31d2a875edaeb2f1f093f99404c03a08d8f8859ac90e73270d4a7709a515d

macos

allowed

toxicity_classifier

false

1

DEF2025_00009001

1,766,529,896,235

39.51.200.37

clean

PostmanRuntime/7.32

3b66a046db40dc1b0f36019bf64c5191b88c4705c63757574e42f2fd294d2722

llama-3

persistence

benign_query

3,329

0.304

false

4

12

ebc6570953ea33b4befbf17890bf49841dc472ebb2e830205c9c0b367c6a3f28

android

allowed

content_filter

false

1

DEF2025_00009002

1,766,557,797,081

102.142.182.97

clean

Python-requests/2.31

35f8085334a2b3010118c3021aa34d33f36a43610377b770e1cb7ebd73bb4255

llama-3

exfiltration

benign_query

939

0.8

false

1

24

e4bff2e6ca689d4d7e585cc327114fbd6430cf5c0b9737774974c6fac101b84d

ios

allowed

rate_limit

false

1

DEF2025_00009003

1,766,590,916,562

62.182.218.30

clean

curl/8.1.2

d0ae8abbb6fc89c31652cf90d4a8d80d870e0c5787609744c2f40f365589bbb6

claude-3

credential_access

benign_query

2,053

0.442

false

2

36

4b30a3c26fa48959be931a4da379fc3eb170f7b69a84039d923caec697cabd3b

ios

allowed

content_filter

false

1

DEF2025_00009004

1,766,582,097,066

67.66.156.235

clean

Python-requests/2.31

03100ba622dd04fe5de97450467f8c0f6c12c44e2949afe6c31f6a01d5638a88

claude-3

discovery

benign_query

1,206

0.636

false

3

27

6b8fd8e78d5996d342bd56a6637280781f98f742bee370445c244e0ec8028f25

android

allowed

toxicity_classifier

false

1

DEF2025_00009005

1,766,522,696,461

207.42.126.99

clean

Python-requests/2.31

5556d7676c6a44d09ba40524e482587e9f1342c0524b9b0843efb91753b5a42c

claude-3

credential_access

benign_query

2,243

0.298

false

4

38

15907eb70e744e1f8fe151941c3a2d33fa01fd48963eac590ab1ab8976a9a54c

windows

allowed

rate_limit

false

1

DEF2025_00009006

1,766,544,836,413

129.212.47.117

clean

PostmanRuntime/7.32

48e39a4452655ca5a15943c6b5d7001a2037ff9131dd3bf56dc09fada0723392

llama-3

impact

benign_query

1,391

0.216

false

2

19

cf6ca1e3952ad59830d6737e35234fa7034916b8350f1c04ee730087b1b89a6e

android

allowed

jailbreak_detector

false

1

DEF2025_00009007

1,766,600,876,400

18.89.46.78

clean

PostmanRuntime/7.32

4b2626c0eee67ce03d36db97b9de6f4bfeef5b075d11e86cdca2d1d0bdc6df20

gemini-1.5

lateral_movement

benign_query

657

0.906

false

1

12

4c8b8070d0995929812346131aa7781aef34ef458c0a07682bf3d9e73d68863d

android

allowed

jailbreak_detector

false

1

DEF2025_00009008

1,766,524,076,133

120.86.96.193

clean

curl/8.1.2

3b3af7b0d656a4f3863c40480620613b6a9164a8acb54b6161487d9bb0140a45

llama-3

credential_access

benign_query

3,220

0.038

false

4

10

2499d542ee2f0f959b8014cbd59f1b1c4790ef76096b82d68d4f46c20631d8d8

windows

allowed

toxicity_classifier

false

1

DEF2025_00009009

1,766,599,616,528

222.141.156.116

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

119f36a0afb48e68b8e4242647ec94fecc83eda65826fb32ccb8c9268e966988

claude-3

persistence

membership_inference

3,043

0.105

false

9

164

682be5f8edaf54b6a3152e11ebdc16f1ca697f20098f213f691bfa5bbed7de5d

macos

blocked

rate_limit

true

0.9

DEF2025_00009010

1,766,517,956,948

20.250.71.48

clean

curl/8.1.2

4ae75346c067f7077e5b0ad0c11ee5ba49fb7ecffaf12a932536a98b16c984be

claude-3

discovery

benign_query

2,495

0.231

false

4

42

cccf3461513ca659a46a2ea8097b08edc37baee1eb716e9075c3a76100462609

android

allowed

rate_limit

false

1

DEF2025_00009011

1,766,534,816,288

113.177.216.24

clean

Python-requests/2.31

52ee2de4ba07cf02917bd3ad1d56db65f88581277ada0beac0865760d09ee35f

grok-3

execution

benign_query

2,724

0.593

false

5

16

1755325d660656ef5797f9a8e2c1e4f2a44396b9559cc3f202aab2332a6673bc

linux

allowed

rate_limit

false

1

DEF2025_00009012

1,766,533,797,122

42.229.62.79

clean

PostmanRuntime/7.32

16dcc67df07c2ff84e6e01919ab2f80e90f0aee8eee6a81094a55da9abab34ca

grok-4

lateral_movement

benign_query

2,188

0.298

false

3

23

dced1bad9aeacd507250d263e48bd023101633da4fc29e3e9a2ca38b939b78b3

linux

allowed

rate_limit

false

1

DEF2025_00009013

1,766,570,936,640

223.173.54.219

clean

Python-requests/2.31

4109ee1096736b1f6f2d83e17c93428c088cbb8eecba3f245573697be9508ba8

gemini-1.5

credential_access

benign_query

3,786

0.156

false

5

47

7e06156ad9f65caaa11a3ab56e999ef0abc959c8222a3071cffb034354d2c8ba

macos

allowed

content_filter

false

1

DEF2025_00009014

1,766,598,776,558

160.56.87.50

clean

Python-requests/2.31

6f9490fc60bd464472af0be88405c3c8e0c3f5f451397fa30d70e513a31fddf5

claude-3

lateral_movement

benign_query

2,314

0.222

false

3

21

a740d99132a3be41741b5c2c6be992fabe8954f2afca327e20877ad581bf5ace

windows

allowed

toxicity_classifier

false

1

DEF2025_00009015

1,766,529,177,084

165.246.114.191

clean

curl/8.1.2

2fa95dc2f7780dc19efebbe33ddebd09d39e98f515990d0c33521d9a5ca4c347

grok-4

persistence

benign_query

3,616

0.815

false

5

33

37d6e5354ee12351e313e7e73dabc160b0542e069023aedc2590fbf26cd4315c

linux

allowed

toxicity_classifier

false

1

DEF2025_00009016

1,766,586,116,427

137.139.83.47

clean

PostmanRuntime/7.32

9ae5f6a37728356106488d3c9b7535a2d6b8240834ace0ef9a09239f9331a769

claude-3

defense_evasion

benign_query

3,979

0.631

false

3

31

8eb30b7d47e8854c9c5d5d6076923410e544b856496b36fc4a5f67c1fc2bca36

macos

allowed

rate_limit

false

1

DEF2025_00009017

1,766,541,776,743

165.21.217.123

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

c36f4cab2dfb43d40d4f21f352ae2875764826b63c7833665437c598eafb69ff

gemini-1.5

execution

data_poisoning

3,204

0.291

true

11

272

b3f90d36cb82e31d10ea23c921c9f76c611bbc755b633ac588b7921ea15af5c7

ios

blocked

rate_limit

true

0.9

DEF2025_00009018

1,766,522,097,120

196.65.95.242

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

53735afaff44dee1c9ba369c26cae0f4ed1d32f0e0f1b23ddb2f87927c56e79f

grok-3

persistence

adversarial_example

2,779

0.152

true

6

259

d121cd72dce351a1858a537b45acf6b31d51f036857d8f725a25905274ed1132

windows

blocked

rate_limit

true

0.98

DEF2025_00009019

1,766,555,156,970

28.80.169.129

clean

curl/8.1.2

e0363671fffed35521726f3fcb9a0eddf928563556ba6b2556dbab31c2d669b3

gemini-1.5

defense_evasion

benign_query

2,643

0.328

false

3

27

6c6baee36284d2ef2a151b5c36299d715246fd0c783022b06511131aaeaabb96

macos

allowed

content_filter

false

1

DEF2025_00009020

1,766,564,276,301

9.189.49.1

clean

PostmanRuntime/7.32

e0c92aee9bd23ffcbbdf24d491f0f45040af5fab3f93be384844bfd328e3519b

gemini-1.5

lateral_movement

benign_query

2,249

0.352

false

2

29

3e9b9946c36d74a77acc2660e3181e7ef4692f0976b4ca3619d507ffcf5b5699

android

allowed

content_filter

false

1

DEF2025_00009021

1,766,554,556,795

33.158.180.204

clean

Python-requests/2.31

3642c8a620302d4e5a047bd12e8f3d73a7b48f12d75c071314064a5dfe6a1800

gemini-1.5

exfiltration

benign_query

1,352

0.734

false

1

48

a378ebd11992b5c590b646e7937f713bdf34308e7a7abd1556f6fd33f9561d87

android

allowed

content_filter

false

1

DEF2025_00009022

1,766,597,936,369

102.30.58.153

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

846cb72f5359113e3e7e312381183172755e883384e0f052cc94236ca8c2b2cf

llama-3

impact

prompt_injection

939

0.795

false

20

65

19c1a5c38a3de36e2bd14d61d7130c40d42da8b877fe1b7cd41a5c987ccb0562

linux

allowed

content_filter

true

0.9

DEF2025_00009023

1,766,564,096,830

38.62.143.243

clean

curl/8.1.2

6f813b2062576ab021bfb92681263232ac20a9e474ff75daeaab09c4f0956af6

claude-3

persistence

benign_query

2,621

0.67

false

2

19

0a0b6b2dfbbb6328c41dc962af0ab462e7400998c89f60ffbfe7ca04c08011ed

ios

allowed

content_filter

false

1

DEF2025_00009024

1,766,558,936,956

8.137.41.83

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

29fbc57d8609b44537b64eed14dc80b8725118791d3574583902b0757f48ecee

grok-3

discovery

prompt_injection

3,480

0.666

true

21

68

78072bf97a61e5324acb1f3d3d2114b7ea40b656c515f8de23559af6ddcb04f9

android

blocked

rate_limit

true

0.91

DEF2025_00009025

1,766,529,356,480

214.78.91.7

clean

PostmanRuntime/7.32

4eba7dd6183f1e104b9ce33c932d6f82d5725acc64705bcbeb6c374cd2687f78

grok-3

exfiltration

benign_query

4,019

0.401

false

3

50

c73376d6a4256cf5740c3a1d0a6c82f23b9fe4fe171e152d806f4fbb85e21d88

android

allowed

jailbreak_detector

false

1

DEF2025_00009026

1,766,533,916,585

29.94.190.118

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

d8f238bed980b399498ddda41fa1019066da44e4e1ea15d3cdaab5f8cf55363c

llama-3

lateral_movement

jailbreak_attempt

1,951

0.152

true

30

170

a224aa57dde29f20834511d58bf3f1538de4c6874c57a6d0fba3cfb2917bd117

ios

blocked

content_filter

true

0.97

DEF2025_00009027

1,766,583,416,575

45.234.117.172

clean

PostmanRuntime/7.32

248da569093e8013febfc9f45e3756ecbcf45f1630376405ad20acaf34b6b5a3

claude-3

persistence

benign_query

3,709

0.75

false

2

36

a841ce0c712e963948169405302ac0858829d5f07030513616c4dc08591c141c

linux

allowed

jailbreak_detector

false

1

DEF2025_00009028

1,766,539,316,609

21.147.34.98

clean

curl/8.1.2

fe31139c0abaef6ccdabc7040fa6cf0358b2401a7e2810772b611854fc66f4e6

grok-4

lateral_movement

benign_query

1,262

0.985

false

1

36

e0adb4e533efd45eabdd8a8127aa5400d644f1c0ff576fccc4522b27a643f71d

ios

allowed

jailbreak_detector

false

1

DEF2025_00009029

1,766,587,496,697

64.204.6.117

clean

PostmanRuntime/7.32

00b7e4ad1f188ff9f2ef5ed55c8f29069e6082bcde6a3c3355c57caaab9f5c61

grok-3

impact

benign_query

3,757

0.948

false

1

50

2dfd16b6ca4450cc9fa7b6dccf859288116927eb05e9ebc8a0325bd9a2a35df2

linux

allowed

rate_limit

false

1

DEF2025_00009030

1,766,524,076,181

155.195.57.87

clean

curl/8.1.2

fb6504b3d5d7ee4f9192802c57a2894649f5bd633bd45ed6a6e56e8d48093de1

claude-3

impact

benign_query

2,141

0.494

false

4

22

cd0c4b45d7468abc3af5ffeb2c4caaa2ad0edb029db2f64e22802bee61400cb0

linux

allowed

content_filter

false

1

DEF2025_00009031

1,766,560,977,001

93.201.117.115

clean

Python-requests/2.31

4a4e495e612b0e8c726a44694092f43dc2983ea289c0a980f8e6f12ba56a9f81

grok-3

initial_access

data_poisoning

3,636

0.512

true

4

22

8c732d741293a39434c839d0b311194aa1b0153ac1e869093bb230380cefcb79

windows

allowed

rate_limit

true

0.89

DEF2025_00009032

1,766,563,496,718

84.228.50.6

clean

PostmanRuntime/7.32

b54bf41aa07bc66f6ab61c59dd3f72f6db4b24551d23f781d804cec7fcf78df4

grok-3

collection

data_poisoning

741

0.342

true

3

43

57ce7a87a1054c8a3cc845f63a763a15e6751933a50d2611c1e250dc10fd9669

ios

blocked

rate_limit

true

0.92

DEF2025_00009033

1,766,579,696,683

160.76.11.58

clean

Python-requests/2.31

f2bbffb532dbb3b37084a3aa6ffa60c15915e198a6dd84bc9b633cb648b198f1

claude-3

collection

adversarial_example

3,260

0.791

false

5

32

7b12e22a419b46507c48cfdbbfbf1d451b8f835cc16a3ccae8de289430898769

macos

blocked

rate_limit

true

0.94

DEF2025_00009034

1,766,572,916,374

61.147.197.193

clean

Python-requests/2.31

f3536cbe31527a97a1601faae4dee03edfd37227a1c2efa0d48fc09e07322089

claude-3

lateral_movement

membership_inference

3,159

0.899

true

2

34

c83b25c0dfae3ed551dde9d02a44e550b4118d31c70ed5bc29d59ad93b973e2a

android

blocked

jailbreak_detector

true

0.89

DEF2025_00009035

1,766,596,796,978

111.143.243.167

clean

curl/8.1.2

4578eb11b835b5fdf46516fd2e37f9cd5ef3e0ed234ef4e244716538e8b68946

claude-3

persistence

benign_query

1,068

0.73

false

2

39

70c20ef693cb72d4f31b6e22a93cf2842c2266b016537f2a901a08f1e8fadb9f

macos

allowed

toxicity_classifier

false

1

DEF2025_00009036

1,766,544,177,108

144.163.100.96

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

b020335fd79d2693987a60a38569475901e17bc9805277fa07a5c29c10f9b6b1

gemini-1.5

impact

membership_inference

2,322

0.31

true

22

270

ad2a81611e09a5a5da6819d0c81242b1227c75d7f71064857bd122a16a4eb73b

ios

blocked

toxicity_classifier

true

0.88

DEF2025_00009037

1,766,588,037,171

159.194.191.38

clean

curl/8.1.2

7022972a6aca4e99a02c9439b80833408116884844ebca7731250ef202c53e7e

claude-3

discovery

benign_query

3,075

0.867

false

5

13

cd694f3bceb7e30b7b04880778df3134456e4584f0f2264da547f274afe06885

android

allowed

rate_limit

false

1

DEF2025_00009038

1,766,574,897,067

202.78.119.96

clean

curl/8.1.2

90786a7b79ae9e63f8b3be44d1102bacd412bdb4ce0590d3f38e87a09f61ccc2

llama-3

initial_access

benign_query

2,967

0.37

false

3

16

d8048de6477ec992e39afbebf7fd334c4dc80c0eafd40f0c0c1742986d03b837

windows

allowed

rate_limit

false

1

DEF2025_00009039

1,766,533,976,777

25.52.13.123

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

585a8458be0f7ea66ad1427898b89f924cc9e7f3da5bb64df51246be7dba1ad3

claude-3

defense_evasion

model_inversion

1,779

0.254

true

9

138

938b5c1c38862e01a3db79ea1f615ee5c6caaa28df9dc2cb59a732ff8d073b3f

linux

allowed

content_filter

true

0.98

DEF2025_00009040

1,766,523,656,947

6.100.198.12

clean

curl/8.1.2

916d472490949c516e923ffe322965ca42ac2fa0f0fda8316904c6dc6bc81786

gemini-1.5

lateral_movement

benign_query

1,838

0.84

false

2

36

8b3cae9a088f7b9e97780d2fbb9beed4edfc34e08ed2d6bfd1891c6034f59b9f

windows

allowed

toxicity_classifier

false

1

DEF2025_00009041

1,766,578,316,340

185.191.173.253

clean

PostmanRuntime/7.32

75e561b036124af5fe56678bca44d13ff728f46a4e4843008c1548b5c64c1ab2

grok-4

impact

benign_query

3,398

0.106

false

2

16

ff3b21f77e401752b456a332a5186ddab1548dcc1c0f976e5a31344bf7c95e0b

windows

allowed

toxicity_classifier

false

1

DEF2025_00009042

1,766,534,756,738

136.111.161.227

clean

PostmanRuntime/7.32

8dc778460c2b7f10220b12c1287f76af3d687740fccb649df2f1643d856ffa07

claude-3

defense_evasion

benign_query

814

0.941

false

1

19

cb1c1ed473f6009186628579adc486dfa934fe4aaf8f92a1565cebddb70c6ced

android

allowed

jailbreak_detector

false

1

DEF2025_00009043

1,766,585,756,612

3.81.97.231

clean

PostmanRuntime/7.32

d6db8ac4c74c5d50a2bedfac02b5381ae517811c17398df66ec54a671d366ff9

grok-3

execution

benign_query

1,224

0.24

false

4

43

3f6c7220f452eb9816a369a4ece6f088833cdf41824a177dc9b87d5ac626d2f2

windows

allowed

toxicity_classifier

false

1

DEF2025_00009044

1,766,599,317,173

204.25.54.86

clean

Python-requests/2.31

c5041d2186a98f971e859d16dde1bfc594118322a047d36510998f696477a5e3

grok-4

persistence

benign_query

1,633

0.733

false

2

43

955794a89f8b24727cbda4c699c35da58ad5c0b3d6065272692482a68fce1bda

windows

allowed

toxicity_classifier

false

1

DEF2025_00009045

1,766,563,496,734

153.167.1.58

clean

curl/8.1.2

d9ef3713693cc8cddefff17174b3c43402f23a66e1d9d3788386e4d1f7cae45f

claude-3

persistence

benign_query

2,659

0.524

false

1

50

dbf5d30e655086d77e2f47becffaea3b41973657b0dafdfbfc165a29c7cdbaa7

macos

allowed

content_filter

false

1

DEF2025_00009046

1,766,544,056,755

89.199.19.212

clean

curl/8.1.2

ccd95e02dd9503ff3edcda66396cfaf57ff7f01f96bf67670ab08dc6ddb5c042

grok-4

persistence

benign_query

3,094

0.322

false

1

19

1f6ce2161c9f0593e57eba9c642aab4a729f9a1078b48e8fb2cedccb58ee0557

linux

allowed

toxicity_classifier

false

1

DEF2025_00009047

1,766,529,837,211

216.104.135.140

clean

PostmanRuntime/7.32

8f3923a1e1d1fede4700ddf9e459bcdc7f4cdf33e38aa8e21181978d7d2d0953

grok-4

persistence

benign_query

3,639

0.093

false

5

46

31a2f76dd399329b37db93b7292b3885e828d4ce23ad1511451187e4a2eadc41

linux

allowed

toxicity_classifier

false

1

DEF2025_00009048

1,766,550,176,247

128.253.150.99

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

9637f8251b7b73f5a32600b11f76c87581dd2656e84275db1b337280ab809ee9

grok-4

lateral_movement

membership_inference

3,676

0.355

false

7

227

1ed6b4cfe7a6ccc3eec82d1381580e7f3c198fa19248430822d5c68d8edaeba1

windows

blocked

content_filter

true

0.89

DEF2025_00009049

1,766,581,677,040

61.107.141.99

clean

Python-requests/2.31

d528a676bb83e678e9223ac8e992fc220373af84783eafa8bd8500796a89b12e

gemini-1.5

defense_evasion

benign_query

2,644

0.624

false

4

41

6af9ff5a0b9a5972d97712b5557ce7b63cc058be947427263298cef1091cd2f6

macos

allowed

rate_limit

false

1

DEF2025_00009050

1,766,524,076,815

42.46.115.115

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

62a43e13609de2548b40510124e701277a880d3456de2ede7c0b809bd4ed52a8

llama-3

defense_evasion

data_poisoning

2,551

0.849

false

9

135

2ebafaa245425245adec55a3ec9c889960a10148212aa240f7e94c4ff26d5542

android

blocked

rate_limit

true

0.98

DEF2025_00009051

1,766,602,617,005

116.14.219.135

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

ef39238a958ec1ad683224d1d926f2088bd378e6bc552de409782ad1ecfbffb3

grok-4

persistence

backdoor_trigger

514

0.35

true

25

175

01b01e9ecb43035f0f7141a95da727fc4d383da9209f8acce01e3ce453ae68db

android

blocked

jailbreak_detector

true

0.89

DEF2025_00009052

1,766,579,936,383

192.142.244.49

clean

PostmanRuntime/7.32

048130108c9faade60525969afcfb38ab8eb4cefca85103e9ebac2d5a936d917

claude-3

credential_access

benign_query

1,284

0.633

false

1

10

4f61d41884528f6e84a677cdb3fb9f3ec195e27712cba59f267d35de0c1f939a

linux

allowed

toxicity_classifier

false

1

DEF2025_00009053

1,766,577,476,812

96.101.126.122

clean

PostmanRuntime/7.32

359a1f088c644872028c83013759fb272a925bb7c9cd0f8939265411439562fa

gemini-1.5

credential_access

benign_query

2,473

0.981

false

2

41

4d7ee3309ed982342e2e040d818aafd9721ca06432200913ab66d9c4c3157809

ios

allowed

rate_limit

false

1

DEF2025_00009054

1,766,585,156,704

25.149.178.158

clean

curl/8.1.2

f8a6a34b0841dc07ff0a0a4f315a6775069a0351597d25c0451ffdf8e1ce9a13

grok-3

credential_access

data_poisoning

2,020

0.315

true

1

17

c404eaab7b62f67ce7266b57df5c3c8dec396d2155d4ab96f395394c2e04576c

windows

allowed

content_filter

true

0.94

DEF2025_00009055

1,766,593,916,984

51.159.12.102

clean

PostmanRuntime/7.32

51a2b1f940c2e255c4c42614071413db886182ea353c478f2bfad929ba48132f

grok-3

initial_access

benign_query

3,653

0.678

false

4

12

b43bc14f771e36be0afd54854539170a00a6ba81b5e77ef7eab5953db1a28e7a

linux

allowed

content_filter

false

1

DEF2025_00009056

1,766,544,776,332

146.249.128.249

clean

Python-requests/2.31

37659df23f3658b6d81cb132c8dc10b3d1eb9bc31f08e5a008286139dc7b1c9a

gemini-1.5

credential_access

benign_query

1,300

0.263

false

4

39

2cb589f5d11ab64e373bf00542013cfe06ef4b9108de4179bb92d2516502393f

android

allowed

toxicity_classifier

false

1

DEF2025_00009057

1,766,600,996,423

179.75.233.84

clean

Python-requests/2.31

f7c6fb34ef7a2c4776842636aa024ff5f67da0e8ba6021d447bb711a5889c6a4

claude-3

reconnaissance

backdoor_trigger

3,173

0.718

true

5

24

f2b1f578f5491b92867840afd8b9f5b703a46d121e19f2cbf77c9de22161c44c

android

blocked

jailbreak_detector

true

0.93

DEF2025_00009058

1,766,574,416,245

222.64.149.143

clean

Python-requests/2.31

540f78a44da420cfe6e6146e15ef735c9b3762a6e195e8376fa93227f0edcf08

gemini-1.5

impact

benign_query

1,934

0.902

false

2

20

3edc121627dfe98755ab8b1f43d04ec75c9d58e0c0e3a183689d793db3e82f2b

linux

allowed

toxicity_classifier

false

1

DEF2025_00009059

1,766,584,797,139

68.248.157.248

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

6e52dbd9d56cb0efbdb642f67a98eed985852b040387cfd5826669ec3391e5ce

grok-3

discovery

membership_inference

2,296

0.52

false

20

290

4e01d057c0d750e2f8d73c07a95ffcb510ac7bff8c355d06b9e56496f980f864

macos

blocked

content_filter

true

0.86

DEF2025_00009060

1,766,546,457,000

53.222.155.101

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

71a0947cba7fb2be02c875b5cb517bf50795c31b7e6ee8d15b6c7c19427764e0

gemini-1.5

impact

membership_inference

1,144

0.608

true

13

348

0e3853fd1e5945271fae5f9b5570f7b0ffbfa8f3ec901fbbc3a941f5e5121bb6

linux

blocked

rate_limit

true

0.97

DEF2025_00009061

1,766,533,496,750

109.254.178.253

clean

PostmanRuntime/7.32

c654ffca444d18be73e5e5c8dd751f1b28d9a5e675e6f4bb56ec3b3ff7651306

llama-3

defense_evasion

benign_query

3,640

0.43

false

4

11

929ef041d8748276d22a07c1b3799b1e5a89b212dcf19094397aeed3b93be542

android

allowed

jailbreak_detector

false

1

DEF2025_00009062

1,766,549,217,215

26.218.87.120

clean

curl/8.1.2

3deb53d51fde25b8308402afcc9509acb6c0114c442f4ae69f81fd9f4e6703f4

claude-3

lateral_movement

backdoor_trigger

577

0.67

true

1

12

420d09c90615c9ecfe061f086f48dad667f56d4ada1857148f9d3b8993478305

macos

blocked

jailbreak_detector

true

0.87

DEF2025_00009063

1,766,593,496,697

203.205.78.174

clean

PostmanRuntime/7.32

d7cdeae266984404796ab960c460ad9a83be8be92e2a441c0dc166ce9fe7b673

llama-3

credential_access

jailbreak_attempt

1,269

0.81

true

5

14

1e2a1406b664bf9b2caafcf20523738264bafabb0353e61f7c281a3a3e1833c3

windows

blocked

content_filter

true

0.95

DEF2025_00009064

1,766,536,256,402

197.27.10.205

clean

Python-requests/2.31

7d44fea306cb4ce864b7e725256e1546515dc0209ecdda2ecbd69b09bc75a438

grok-3

initial_access

model_inversion

3,316

0.047

true

5

32

54f34ab627f40575ade2fd79b0430f402159c1aab586896961d72ba44c77c7ef

windows

blocked

toxicity_classifier

true

0.97

DEF2025_00009065

1,766,521,317,058

183.76.15.64

clean

PostmanRuntime/7.32

fa8592191eb31e5e509273943eda828109f5979d85d08647dbe0161c1ae718e8

llama-3

credential_access

benign_query

1,724

0.865

false

1

20

fe1ab68ae0d8d09e39adce1109567278eeff4e21cac5a28f9ff18f3dc13c3c16

android

allowed

toxicity_classifier

false

1

DEF2025_00009066

1,766,561,157,164

28.247.136.244

clean

PostmanRuntime/7.32

fdf3d9e153865352c90659dee5791b977e548121cba67f1136ef9df8cf4547c9

claude-3

lateral_movement

benign_query

1,071

0.746

false

1

39

a5c35f51124dbd339057cdc29f58acb8adbaea36f3d726a68b865fdbc000cc40

macos

allowed

rate_limit

false

1

DEF2025_00009067

1,766,561,516,670

95.100.32.174

clean

Python-requests/2.31

3e4650837e7a04d9b317dd6f4460c855c082dad2fe86f5a2e82ee737bdbe3320

gemini-1.5

exfiltration

model_inversion

1,473

0.395

true

4

35

5f660e799c368e1828e389c7b851653c54f1e24cc4c46789007daa9ca5168eb3

macos

blocked

content_filter

true

0.87

DEF2025_00009068

1,766,563,977,131

11.32.127.102

clean

Python-requests/2.31

5cf6de158fbb9e375e120bb49802882b0b307382814eba5d5697c49442b6132c

grok-4

lateral_movement

membership_inference

709

0.511

true

4

28

57205df8328560ac518108e4828079c8fafc0953f723dfff3bc195acb249f542

ios

allowed

toxicity_classifier

true

0.9

DEF2025_00009069

1,766,544,596,976

134.144.185.185

clean

curl/8.1.2

e0afc36e325ac18ba9e0ceca2ef3460246d1b6d8063962e07c472446a32c20e3

llama-3

exfiltration

benign_query

3,759

0.764

false

3

23

c69f39b50ab7244cd1c44b379af30a6415125423b9f61bdac51295638caf68f6

macos

allowed

toxicity_classifier

false

1

DEF2025_00009070

1,766,562,836,354

185.87.197.226

clean

curl/8.1.2

3b93f6bab53b6807e8d309f1968c5720ed038e36530c939c4fecddc700570112

grok-3

lateral_movement

backdoor_trigger

918

0.922

true

1

10

9262e15e63d4b6258a428939282852b101c87c8a1ea674ce9937bcca017aad31

ios

blocked

content_filter

true

0.91

DEF2025_00009071

1,766,588,637,176

215.227.198.101

clean

PostmanRuntime/7.32

4c013915a3303f725e623bf66f2214306f1537c60e2bd1200b706d547526237c

gemini-1.5

initial_access

benign_query

1,932

0.025

false

1

16

af131b5486604dcaf0543cba0314dc85a68e24a9d3b2c595915f870a561494b2

macos

allowed

rate_limit

false

1

DEF2025_00009072

1,766,575,556,937

37.105.54.49

clean

PostmanRuntime/7.32

914a853be2315f3416f0d77e82b894d4d710ff83b7b05d79fdc8631332a95315

claude-3

lateral_movement

benign_query

1,248

0.819

false

3

37

6d081f33aa21dfc79ed54aa5d90192c5578cabee248c03806ab926f7834d0d03

windows

allowed

rate_limit

false

1

DEF2025_00009073

1,766,562,776,754

177.77.21.92

clean

Python-requests/2.31

230c9eaacabb68c89863866f1c90e66d89c9c4a5addbca2dbb7bc3ee546a16d9

llama-3

collection

adversarial_example

3,481

0.802

true

3

32

a6fc76c5ffe24a02b14ca338557c33e84c96eecf292e78ff53df3f2dd713a81f

windows

blocked

jailbreak_detector

true

0.94

DEF2025_00009074

1,766,562,656,474

28.17.193.1

clean

PostmanRuntime/7.32

2badc62306eb825ac4ec98d34278546d4f89c99554c506a81130b5b7418fca58

grok-4

credential_access

benign_query

1,652

0.635

false

5

39

2b0d964766ac3382fb447aabf5821710cb67982411b812bbc34e06ef887d8863

windows

allowed

rate_limit

false

1

DEF2025_00009075

1,766,558,096,545

69.175.73.6

clean

PostmanRuntime/7.32

0be52aae76a39df9ab586a97174c57da78220a3cdef37aca00ceb47d14f04dcd

grok-3

credential_access

jailbreak_attempt

1,252

0.358

true

4

19

aef5c8ce6b800c04ffb15edda7dcf69809a894d2f49db951449f1a0f1bd50108

linux

blocked

content_filter

true

0.94

DEF2025_00009076

1,766,585,516,593

114.52.142.202

clean

PostmanRuntime/7.32

a813102f2355196649a99178fa2d1947ea436da6ecd282708c3b32f44ebeb7f4

claude-3

credential_access

jailbreak_attempt

3,463

0.778

true

2

42

2a897930f518ed7d0adcb65fd2961241f10f32d1fa9650eacc72b6dc780743ac

ios

allowed

content_filter

true

0.88

DEF2025_00009077

1,766,593,857,287

103.159.239.20

clean

PostmanRuntime/7.32

c8e887d4184394778822bdd104aa470e5087f2d3dd2d06a9f5e6dd1569de0daf

grok-4

defense_evasion

prompt_injection

2,917

0.073

true

5

41

8dd771c39e0536e157e515384c4e20e45243aabca8d0fa73050d33b5647368e5

android

blocked

jailbreak_detector

true

0.98

DEF2025_00009078

1,766,591,577,248

80.43.90.191

clean

PostmanRuntime/7.32

d360f12c4674787f717178d013f7d66170daccf93b027d5730208fe2c86236bc

claude-3

discovery

benign_query

2,292

0.075

false

1

17

1e779edd8fc75ecc6339ddd0aa9b6511a89c76adae25c9208db325185c2d76a6

macos

allowed

content_filter

false

1

DEF2025_00009079

1,766,517,656,990

210.248.162.191

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

1446a5bb37bbcf10cd12bb391054f90a9ec21c5a5c6df2416c43d86c277b5183

claude-3

defense_evasion

adversarial_example

2,874

0.426

true

20

267

b94778d6ec937d5c54118ea2ce606e83ff0800d3f76e9cf972f6b7fc2313294e

linux

blocked

content_filter

true

0.88

DEF2025_00009080

1,766,597,396,837

85.185.159.25

clean

PostmanRuntime/7.32

4502c150ff2f5301a3084a82f30e3e786e3aef729b2e0a03f901933a36438ed3

gemini-1.5

discovery

benign_query

3,746

0.328

false

5

39

838973563fca23e229e019e0d1f2501fcad62af1225ee2ef2bbeb1ce76d541f5

linux

allowed

rate_limit

false

1

DEF2025_00009081

1,766,544,836,450

45.236.118.183

clean

Python-requests/2.31

6b74c0074ba7845ac325e5cbdd74c06bda3cf0838c91c981c971ad96e7e54b3b

llama-3

credential_access

prompt_injection

3,910

0.832

true

1

24

9a1e1da61e90d9c24d474611b368c42ff11176a82f6ffd26e8f2ea7cb163819e

ios

blocked

rate_limit

true

0.97

DEF2025_00009082

1,766,595,956,591

24.29.191.26

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

36ddc4d9bd5d27f25296a4513838f9db5f2e6aef1369775d88d80888a6f62675

claude-3

exfiltration

membership_inference

888

0.413

false

8

73

15e3da2a68fd935c5f0524d2fd3eb810f03f9df8002d48d9f76333854cf10cab

linux

blocked

jailbreak_detector

true

0.86

DEF2025_00009083

1,766,551,496,643

11.186.206.133

clean

Python-requests/2.31

0044a8f11ffc877718c0cef97e742f17660ffa103727ad7c6d308e77fd747076

grok-4

impact

benign_query

3,088

0.247

false

1

34

fac5c4a2af6bcbe1160ad3faa3191da9d90182837087bce51038c7afff359404

ios

allowed

toxicity_classifier

false

1

DEF2025_00009084

1,766,568,536,841

203.212.50.228

clean

PostmanRuntime/7.32

1633403e3de91a0a8af39f0a89135860f9c92e886e6800fefdd135ffa2ffbe46

claude-3

persistence

benign_query

1,692

0.323

false

4

17

cf180c84175a085abdca17416f7b7403e782bb9fdbc72338f1a64529ac5f6af7

macos

allowed

toxicity_classifier

false

1

DEF2025_00009085

1,766,521,917,181

104.215.70.227

clean

PostmanRuntime/7.32

e1236b2e1f19e531e55e6122a5307032323f5427a9091f9e742e6b2f8474024a

llama-3

impact

data_poisoning

2,873

0.916

true

3

13

7331feaa4884464be44f73a3e46b21acc688bece5e99a1543b1dcf0868b9eaac

windows

blocked

toxicity_classifier

true

0.91

DEF2025_00009086

1,766,553,296,660

86.92.70.73

clean

Python-requests/2.31

0793664c3bc6c6bc26f7195725cdeb18b3aa3fcce46cc8a2c429f4be14909b9e

llama-3

initial_access

benign_query

3,955

0.566

false

1

12

ab2e018998537fb24f4e78f05b890d04a61d0b39a60e39ddea21570ea113fca0

ios

allowed

rate_limit

false

1

DEF2025_00009087

1,766,535,177,076

30.202.85.143

clean

curl/8.1.2

7d2140fc945a310e9389ba978eaf37277ed3713629c70beb9c77395bde0e1f72

llama-3

impact

benign_query

3,378

0.735

false

2

36

1f5c208c8c2387c7bece822d6cfaab66a637827ed9f71bfb4dff41816bc23743

ios

allowed

content_filter

false

1

DEF2025_00009088

1,766,570,876,411

182.26.230.230

clean

curl/8.1.2

3a71e44fc172efc6c38a6cc6574e7a746c1207acfbabe696c185bc59fcf68967

claude-3

lateral_movement

data_poisoning

2,452

0.684

true

3

45

b458e08729f828c4399a8532d3c0826f8d29fa6ca5b41121cdeb554aeaff245d

windows

blocked

content_filter

true

0.94

DEF2025_00009089

1,766,571,236,774

217.160.218.64

clean

curl/8.1.2

a067629a7336fd1cf1acc86d3dc129518d24c66234234a5d071fde9882e9e38e

llama-3

initial_access

benign_query

2,342

0.378

false

5

48

f9b37034a1b6f392312fb11b5d13b288859b9430c13d77d35e6879c3fbea0f0d

android

allowed

rate_limit

false

1

DEF2025_00009090

1,766,552,816,850

181.82.1.98

clean

Python-requests/2.31

27af70ac257b0ab76366435d7958948d390777a8c57e40de49fa336b182ef91d

grok-4

discovery

membership_inference

1,060

0.678

true

1

17

8dd90fcf24fb73015ac7c275d1c2c22b698b785153aa278007fbaa90c74aa54e

android

blocked

rate_limit

true

0.96

DEF2025_00009091

1,766,581,797,170

121.217.49.8

clean

curl/8.1.2

35c2ac2baa7b9ba452d9dd51f30c65dc90fbb8db6c3ddad6bab45e4c6b85cf69

grok-3

persistence

data_poisoning

1,512

0.973

true

2

19

70f129e413288a50d1ac74fbcb099f60a9ff681f5f22e250be9f24a26b3c8f85

linux

blocked

toxicity_classifier

true

0.85

DEF2025_00009092

1,766,549,577,130

49.139.89.206

clean

PostmanRuntime/7.32

f5a6135b65a55eb7836c673290ac4b3a77f8c2d503505eb5d03b8b2c49650b18

claude-3

defense_evasion

benign_query

967

0.447

false

2

29

435faf056ba67123eb3b3b70b6d89209d3992025ab3a5b7ce82ffbd62bcb3b34

linux

allowed

content_filter

false

1

DEF2025_00009093

1,766,570,816,891

174.240.229.142

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

889352d69e421d92c420a7fd55d9a28af231130eca814a56eda7b3d7b3046e07

llama-3

persistence

membership_inference

3,394

0.209

true

24

294

98fbff99d7fa811ea8e80b9a935ec21afd94b96252d5c0270b42b71c3c95d642

windows

blocked

jailbreak_detector

true

0.89

DEF2025_00009094

1,766,593,856,440

20.205.141.101

clean

curl/8.1.2

666a44c5d4f0d083975701ee9a2ecea186a68e5235b29240f84e06dc33e8912c

gemini-1.5

reconnaissance

data_poisoning

701

0.743

false

3

45

28abe22db5fbffba23c6c90216045dd4d7c0e6450a396b9fa627c3a4d317ec1f

macos

blocked

content_filter

true

0.9

DEF2025_00009095

1,766,540,997,033

83.4.225.73

clean

curl/8.1.2

ded41b562fd0494ca0c38ef8a29f3e6f18504f9c6eba24b04d74f86fe49160c7

gemini-1.5

reconnaissance

benign_query

2,991

0.621

false

5

42

f97b01e44ce3a280429af57d50f552578f3fdb939dd1371a1eefa3b7c9f4add5

windows

allowed

rate_limit

false

1

DEF2025_00009096

1,766,548,136,759

100.236.228.181

clean

curl/8.1.2

97086562f667bec75443032a51f5c113dced855fb4daf1b3c4e97debfbcd154b

grok-4

persistence

data_poisoning

939

0.71

true

2

34

3be68ba7b7ec910ce0459c233dd5238f0e9ad5ff5e7c1e0b9ee4e84bc8b78586

ios

blocked

rate_limit

true

0.97

DEF2025_00009097

1,766,551,196,478

63.67.115.158

clean

Python-requests/2.31

10896a96fe1f34bc48af4a98cc4d583a4a42e32f4f526cf25ce60c099114d3a4

gemini-1.5

persistence

benign_query

1,377

0.399

false

5

16

25b9a4694299a4c6164b253f708258725d9b3934829ce60d30386bfe644c2c4c

ios

allowed

rate_limit

false

1

DEF2025_00009098

1,766,534,936,621

110.92.241.185

clean

Python-requests/2.31

0311526c686c16f4ae67108ae41427b54e3b95045242a418ea7342b504e1d794

grok-3

credential_access

benign_query

4,021

0.442

false

1

30

14d5f0612ef85cf39ed63b33d7a83afdd60ffbec1fb3c3c4a847511bbd2c7b44

linux

allowed

jailbreak_detector

false

1

DEF2025_00009099

1,766,565,176,996

105.34.4.36

clean

Python-requests/2.31

e1ad6344bb86ab89eafc0751eb57c77676e6ec0ccc6d4a6e432f98c0663e0160

grok-4

impact

benign_query

3,425

0.669

false

2

47

7509a64fd3010cc946a5da3213bba438b69e942af6a78fa636a6f6633bae4d21

windows

allowed

toxicity_classifier

false

1