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_00002500	1,766,555,016,778	160.71.212.60	clean	PostmanRuntime/7.32	e17ef716f20c7b9650aa966212b79b5ef1bac75fc111f0a684228cd03ac883c9	grok-3	initial_access	backdoor_trigger	2,630	0.5	false	5	39	52f42d8dbc926159ad2a44edbe5d4cdbb85cf3246c77bd70bbfae51904bc6822	windows	blocked	content_filter	true	0.9
DEF2025_00002501	1,766,527,057,115	151.177.131.150	clean	Python-requests/2.31	7c97a677f5c7e37b51b3de9220d78111be4a17368b0d77e4140ffb1a91670838	claude-3	exfiltration	benign_query	1,200	0.935	false	3	15	a7939390071b04b241e3bef76c13052ee050f10d9571bd2e42b6b186d8013809	ios	allowed	rate_limit	false	1
DEF2025_00002502	1,766,550,276,736	131.173.12.56	clean	curl/8.1.2	1775c1f8132c6ea41f3ef4d74db95361dde7e4a8309319622e849b6ce2939207	llama-3	persistence	benign_query	2,640	0.62	false	4	33	3d327b1e6980c348e06f6ef762d6a640a655053474d6ec9f1b6b6447556b7115	linux	allowed	jailbreak_detector	false	1
DEF2025_00002503	1,766,529,997,312	164.85.165.224	clean	PostmanRuntime/7.32	f31ee35c6fac58a48cd83744345beca416d5c23e41cbd7065232ff453c99d3c2	llama-3	persistence	benign_query	3,596	0.836	false	3	24	5cf3e6d987569c92897346f9a2f73d10ae681a91b40125c0a52956be1f1d163e	ios	allowed	rate_limit	false	1
DEF2025_00002504	1,766,553,936,885	119.160.139.49	clean	Python-requests/2.31	339cc3e1b8e5678b2ea42f097119b4d552e34d37958eb1c01c94d56936593e16	llama-3	credential_access	benign_query	759	0.452	false	1	38	2037e771c8c4082061f2a4628ee508db1a6b22fc7761d3b864df586e120581d1	windows	allowed	toxicity_classifier	false	1
DEF2025_00002505	1,766,598,757,260	80.33.170.57	clean	PostmanRuntime/7.32	f160ac44490a28d67d3927244c676c3cb018553b5cee613e5fb257f65eb2c3bb	grok-3	defense_evasion	benign_query	1,746	0.497	false	3	11	825af6c16d7be1505f0ce940f7b3c35b4b8804851d7a9ece30d7544722bb9e2a	android	allowed	toxicity_classifier	false	1
DEF2025_00002506	1,766,525,796,924	155.234.200.27	clean	curl/8.1.2	ca626bb2bbf086062f32b793e3566a99612b0f44e8afb808ea45c2040f707697	llama-3	discovery	benign_query	1,059	0.931	false	2	12	056e38c742cfe756f6198d2a69d46e493884ddef2a2c20194154fdfad7ea8b66	ios	allowed	jailbreak_detector	false	1
DEF2025_00002507	1,766,526,037,401	173.212.251.15	clean	curl/8.1.2	5143f4478b7fbbe4e4c823ecd382791f6f9747786932f665c7941bb87fe112b6	gemini-1.5	execution	benign_query	3,549	0.472	false	1	37	f5c6c0fc0a63de95d7eb27b7e6f170319cc936fed3fb3c08089c3c0c91cb8c0c	linux	allowed	content_filter	false	1
DEF2025_00002508	1,766,569,596,785	30.61.26.102	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	48b3c138e1f4744bf8e77aa014d8c1ddb5318b9e66dc946ee0f1f9cd88dbc6ac	grok-3	impact	data_poisoning	960	0.07	true	5	248	ef6b9ce61bad664c8aef5cee5859400a5dbc6c3b07cef8aeea9ad9be87ea2a06	windows	blocked	toxicity_classifier	true	0.89
DEF2025_00002509	1,766,593,237,159	191.105.234.149	clean	PostmanRuntime/7.32	0638ddf84a03dd5be92d43beb8dcefccf1cdabedfb1d6d7aeb7d6a9885ad8fa0	claude-3	lateral_movement	backdoor_trigger	640	0.501	true	5	41	9c1127aae611ee9157cb1fc21ba2d9f4974d2937217df15c8f8ac850f3929c01	windows	blocked	content_filter	true	0.91
DEF2025_00002510	1,766,593,056,717	33.61.130.177	clean	curl/8.1.2	9853b02a898b5e915a9439e03ed63659eeb8a476365a4cc8a654c96b5a665be5	claude-3	impact	benign_query	2,543	0.017	false	3	41	69e52690838dc20ef4c96d88403bf78399a45290ff131419182f6a83882bab99	android	allowed	jailbreak_detector	false	1
DEF2025_00002511	1,766,576,917,033	74.29.120.2	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	6e320d3874ec8d9c61c2e2bb15e9f485cda468ea0e7fdd53cdf37aa8414d4bff	grok-3	initial_access	model_inversion	3,474	0.186	true	14	382	5ecbf0cf3fd6ea03b963178f8fdd290cc6c95e6c7692af09bc2f1ca1d1f3f662	android	blocked	toxicity_classifier	true	0.87
DEF2025_00002512	1,766,532,696,618	190.242.217.67	clean	PostmanRuntime/7.32	2b9dc0a6ff00ae7bf6411e49a0681cb8df6b5704ea2a5b6b5b037bdc89d62360	grok-4	initial_access	backdoor_trigger	3,077	0.772	true	2	21	8a5ee996107dc3a43a4a88136c3b9e0844842cdebd2e9f89bf6330b2d82ae05f	ios	blocked	content_filter	true	0.97
DEF2025_00002513	1,766,592,336,993	49.228.248.83	clean	curl/8.1.2	d5076034c6bc1d4c66d22760de15d8b6f7e075690b10a079c1f371a25a01dc14	llama-3	discovery	benign_query	2,842	0.58	false	5	42	404b09cf8416caccf7cd66190895231017ec222f16e1669892465ecaf8502549	ios	allowed	jailbreak_detector	false	1
DEF2025_00002514	1,766,554,896,823	60.217.191.178	clean	Python-requests/2.31	b18e1341035756def2422e669728f1dc76cf37af3970a86837c161beeca75322	grok-4	impact	benign_query	2,347	0.229	false	3	33	662543fd15e5fcdca4e5575a20887de45ba0806f7ac00537a725aada92821198	windows	allowed	content_filter	false	1
DEF2025_00002515	1,766,577,157,296	165.252.51.111	clean	PostmanRuntime/7.32	5a11651e8986f0f7983b6dd6089f38d9f8fe13459e8978b2c002d00d679448b9	grok-3	persistence	benign_query	566	0.966	false	1	13	6e407921546549b7c5c28a88efe0942bd81692379e0f508b854d0807f122c4f4	ios	allowed	toxicity_classifier	false	1
DEF2025_00002516	1,766,554,897,018	55.35.213.122	clean	Python-requests/2.31	8ffa467443700690e1ba043e70073488c56305d9b08b6955a6e98ab13113b542	grok-3	lateral_movement	membership_inference	3,330	0.217	true	3	20	6aeee40718c2b49ddb180018a2f8903743ab485e1dd0057818ed4724cd0b3599	linux	blocked	toxicity_classifier	true	0.89
DEF2025_00002517	1,766,556,936,935	167.194.104.125	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	5e0861f55af04330ba929cafa6ffcf7031795718780db10415106ab60fa95f02	gemini-1.5	exfiltration	membership_inference	3,868	0.959	true	11	242	9f966d20c9bf7272b596b323dfb9f2186dd796023d19308415745071ea22f903	android	blocked	content_filter	true	0.98
DEF2025_00002518	1,766,592,457,465	160.141.177.63	clean	PostmanRuntime/7.32	3cfd17551ede19d30ecb1f1038a319bee14420ae264f4e6a1d27d13e141f2f9d	grok-4	persistence	adversarial_example	1,296	0.633	true	1	17	cd45e8e9910d6725afdbe061ddfcb6d3ab246589568d23efbba936cc0ad9d143	android	blocked	content_filter	true	0.87
DEF2025_00002519	1,766,522,437,547	55.87.12.32	clean	Python-requests/2.31	a9ee25f3bdff968dc7c0f4babf6500d15274658919262994d72cbd86e6140811	grok-4	lateral_movement	benign_query	3,860	0.907	false	4	42	7bc2674836cf8dc1438b971cbb23d04cdae14c59d9efb229f38e3944c8c17277	linux	allowed	jailbreak_detector	false	1
DEF2025_00002520	1,766,565,996,922	17.55.48.203	clean	Python-requests/2.31	2c63e4ec6a9ac93eb6739d45be9ab5a98ca0a9d710baab65aad9c9eb8d6b8746	grok-3	impact	benign_query	960	0.094	false	4	42	8bcd35de1516eb9a4abfdd4b9a7a4e2c31e7cbe9b2e74faf78df41474274ac72	linux	allowed	rate_limit	false	1
DEF2025_00002521	1,766,518,597,134	129.244.192.75	clean	Python-requests/2.31	0a072473450a98ae4d54ad734226f21ddf10c0741581e243bad64110e16012de	llama-3	reconnaissance	benign_query	3,195	0.531	false	5	14	3e6feb118386763f7b89439ae15b51992ec4eb6aaad9d41e61d8025394f48c26	windows	allowed	rate_limit	false	1
DEF2025_00002522	1,766,561,857,473	153.228.20.165	clean	PostmanRuntime/7.32	25afcfc02d19397651016e9bbab584287caa9945e1f91b87e71587dbcf71ae4d	gemini-1.5	initial_access	data_poisoning	2,696	0.959	true	1	29	fbf276c83e09ccf5d58789701d961154f38089fe3f2be57ed8a23a3decab2234	ios	blocked	toxicity_classifier	true	0.92
DEF2025_00002523	1,766,562,157,190	187.11.82.133	clean	Python-requests/2.31	01b7c34cc3a40ec30ae067b006c97df6f9c5de7ce04152da7734ec1b5f10e6cf	grok-4	exfiltration	benign_query	1,834	0.421	false	2	30	c6a0ad11a41943b559eb1c7af4788999c8d3771848e65df031787b6933f54643	linux	allowed	rate_limit	false	1
DEF2025_00002524	1,766,535,097,021	40.46.82.102	clean	PostmanRuntime/7.32	a6b96af25e21f9f7f2943e68019071e1426e421e3e1185a0a9594033d7784ecc	gemini-1.5	collection	benign_query	2,230	0.551	false	5	40	024fa7706a9d7c2acb431ea262e544cbc801f12f54fd05a10e8a5ff1ff699f74	macos	allowed	toxicity_classifier	false	1
DEF2025_00002525	1,766,599,477,581	37.8.54.25	clean	Python-requests/2.31	e962a013a52eeb10656f387c607d0c814b213bd97fb73abf7ca262b468c7023f	grok-3	impact	benign_query	2,425	0.889	false	5	32	563a588548796d146c4d0ad85bbad805128d5993c03b64fa488de1b2ef078ae7	linux	allowed	jailbreak_detector	false	1
DEF2025_00002526	1,766,581,717,276	88.204.50.116	clean	PostmanRuntime/7.32	14ca40fbbeb1d8e380c33111da3eff9a5df1af8f665a8b56ca99d1dbc5ebe297	grok-3	initial_access	benign_query	643	0.307	false	3	36	c27d8f120f579e9596178ef572f6bfe0823454198451040dbc7a67a22b69e7b8	macos	allowed	toxicity_classifier	false	1
DEF2025_00002527	1,766,569,957,028	159.196.83.43	clean	curl/8.1.2	01f35f86a56688cbb783c0cfd0d33543c76373b569e4ddc62371228345f7f62f	claude-3	discovery	benign_query	2,076	0.057	false	4	14	435f6e6fac327d39a5345811b35f399690042a1f99247f887f31ea2647894b8b	windows	allowed	jailbreak_detector	false	1
DEF2025_00002528	1,766,524,836,711	51.139.38.91	clean	Python-requests/2.31	82a02485ba59ff04d78e5041bc4aa44cde654e601b0447abbad5ee098c1f03a5	llama-3	collection	membership_inference	3,065	0.888	true	3	19	63e624e6fcb0ecc475903771624fa0a8267bf9a890194336097c4e99f018bfd8	macos	blocked	content_filter	true	0.94
DEF2025_00002529	1,766,598,996,841	182.185.36.55	clean	curl/8.1.2	cf3d76c2e5347f6f7a03d67e64172da928d28e7d958fea8c847553d41f5c7f66	grok-3	reconnaissance	model_inversion	3,671	0.702	true	3	46	13fc007de463320733b4ae6cb34aad0856c4564424ce52671dd13843d8d1dd6d	ios	blocked	toxicity_classifier	true	0.96
DEF2025_00002530	1,766,591,796,669	33.52.157.33	clean	Python-requests/2.31	59b3f61ab1f9b4b4a8cb53c1d7fab405614c4e98fb26b2ebebfd437194ceb8a5	claude-3	initial_access	benign_query	2,663	0.258	false	2	50	ba0b90764c72b742fccd6f405412c5fdc7e2f349a169ccde541d272efb9082d5	ios	allowed	content_filter	false	1
DEF2025_00002531	1,766,547,577,019	77.253.246.225	clean	PostmanRuntime/7.32	d53d835c44d47a5fe87f88acb9a0940b4068411b6007e37baa6133b3e228dc3b	grok-4	collection	benign_query	1,184	0.697	false	3	15	00d877b524d2af54bc4cc7cf7e8f0a808165be5cdaee257adfbef5a1a7a956b6	windows	allowed	content_filter	false	1
DEF2025_00002532	1,766,597,316,962	166.97.59.16	clean	curl/8.1.2	26463a7211a1b348cbb875e9870732d8c24ff2ac875f0b96035b2f3179b5833e	grok-4	initial_access	benign_query	3,359	0.068	false	5	40	935fb282f39cb9c28b4b1c17ca65c5223c5bcf5aa36ccb2731531e0daf5acbe2	android	allowed	jailbreak_detector	false	1
DEF2025_00002533	1,766,559,816,961	105.120.223.187	clean	PostmanRuntime/7.32	8bd8762fff7a19cca6e8773119f1d1a55b4f0426cb5a8dab895afd000b6e52d6	grok-4	discovery	benign_query	2,046	0.425	false	4	29	0dbd6738c2cdb1ab29e33387dfbdd67f493e8e1de34211917853c4b3015435b5	ios	allowed	content_filter	false	1
DEF2025_00002534	1,766,549,137,213	124.12.100.45	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	446f5f2551c494df5adb9fd28351b24ded6e5a6cd503af5af4f47e5adad712b0	llama-3	defense_evasion	adversarial_example	3,977	0.56	false	18	235	31882cd332e07d83d03a619e4707d4c0ea3849372f02501020a8942282ec0588	android	blocked	jailbreak_detector	true	0.87
DEF2025_00002535	1,766,547,517,106	3.83.237.185	clean	Python-requests/2.31	512d7f0268f95a5511ce0a85854e3cd400a22ac9f00dada0ccecfb549a60a62e	claude-3	defense_evasion	benign_query	2,566	0.767	false	4	46	9e004d74c1b1c27ec4204d99ba95f1eb2b07df601d0b73fbc6e94b17b3cf26f2	ios	allowed	toxicity_classifier	false	1
DEF2025_00002536	1,766,531,677,195	153.136.106.195	clean	PostmanRuntime/7.32	ba2ed3e4e01735e6921f9b2b5698ac3cbd8e2aeda7f22ffe0365a87d82ef1d44	llama-3	impact	jailbreak_attempt	1,298	0.631	true	4	17	c62a2a64101246f863640e598593bd4cb0af5e623896ff19f38a8aa861c0d982	macos	blocked	content_filter	true	0.98
DEF2025_00002537	1,766,534,857,092	192.93.188.19	clean	curl/8.1.2	962b3964392ec1f22fb410c1a3515b7d03176904b734d6e632a886752fbf10d5	claude-3	exfiltration	backdoor_trigger	2,494	0.929	true	5	49	81591f7daf7cc9c924a19bb87573117a745058e4c0760ff497739d6999c518f3	android	blocked	rate_limit	true	0.99
DEF2025_00002538	1,766,594,616,914	127.70.142.154	clean	PostmanRuntime/7.32	f6b588644a4edd6006ff3b28526052705be41035aa0f99a9bb00df7c499aeac3	gemini-1.5	initial_access	prompt_injection	3,753	0.7	true	1	21	1bb2f0acd65ef91fb7566ceac0fb9f2825aee55ba4dce5236351931d244f6e71	android	blocked	toxicity_classifier	true	0.96
DEF2025_00002539	1,766,520,577,450	146.209.38.182	clean	curl/8.1.2	ca6f3d5cc2b93949a753dc5d05222d1fb879afc5634b3de6e92729842aabbbb0	grok-4	defense_evasion	benign_query	937	0.783	false	1	49	35c706fa30ce0f415a6ebca35fa6f4d88a56fa8e0358edbe553b375c90063367	windows	allowed	toxicity_classifier	false	1
DEF2025_00002540	1,766,547,397,572	105.119.202.194	clean	PostmanRuntime/7.32	f6fe21c2e6dae25754bb0ca48dc2bfc17f4c46e869fadcc42f726157d78b77b4	claude-3	exfiltration	benign_query	1,389	0.021	false	3	42	791025ed9feed846ef8cb53589bd145166de7dca1b20611d5b8e928b93796b22	ios	allowed	jailbreak_detector	false	1
DEF2025_00002541	1,766,569,717,009	85.22.158.135	clean	Python-requests/2.31	e968294c33b1c2a31418c3326d4dc9262f90c270f057a1d85f43e54e2e998f6a	llama-3	defense_evasion	benign_query	1,684	0.713	false	5	50	1ae735c388f0c93cfc1eb734a1f2fa4845e94c04fd4eb7b437110e6ed4e58406	linux	allowed	toxicity_classifier	false	1
DEF2025_00002542	1,766,567,437,167	144.135.181.4	clean	curl/8.1.2	bd34cafee25459f0ecd1440d3566c2a2ec0ccb5d6cb1b138125e6c3eb2df7b08	claude-3	exfiltration	benign_query	3,416	0.614	false	2	44	a937f5a7b377c65c4aca9b9ded9ab467f5188b7d89dbfd0c7caecd07f45a3ff6	windows	allowed	jailbreak_detector	false	1
DEF2025_00002543	1,766,587,837,301	23.94.3.1	clean	Python-requests/2.31	ebb50b250694d9f66a18a1c12b35bf0fb101602e950331dc009cd6d3f0449267	llama-3	exfiltration	prompt_injection	2,673	0.092	true	3	20	0977a404a7af219b242a35a3d89985b46e9f380766770c3712b7377963cba6af	windows	blocked	rate_limit	true	0.86
DEF2025_00002544	1,766,596,177,312	101.105.167.194	clean	Python-requests/2.31	0198c2de8eb61ca5939702aff3c373d65b5c422e951f793cb12da86f47e84c40	grok-4	exfiltration	benign_query	852	0.593	false	1	39	4cf57a950b5eb11fe5862a63b3e36feee5215f35065300e896ac43572c988ff3	windows	allowed	rate_limit	false	1
DEF2025_00002545	1,766,569,117,551	145.20.7.182	clean	Python-requests/2.31	3dc2805c677a0129b6697a5aa35514b02b8877f6af927399676b3400e1a5c01c	gemini-1.5	collection	benign_query	3,818	0.276	false	4	37	6db24a4298cd503d865b2f0ba404e210075b7eb745a3c293663f058403447613	android	allowed	jailbreak_detector	false	1
DEF2025_00002546	1,766,568,396,818	104.233.151.33	clean	PostmanRuntime/7.32	e9029c1e498125a92b1a2fbc321867f8a8d650f34c818a82926428acfa0bc72e	llama-3	initial_access	benign_query	2,165	0.243	false	2	25	997d30291c3cee166787de29b4691f0286b7e74a0057462563a73bcec6b4a0bd	android	allowed	jailbreak_detector	false	1
DEF2025_00002547	1,766,549,256,813	10.149.40.187	clean	PostmanRuntime/7.32	1022d3e86594e48a409bdde9419c9f61e2288e779cceecb315cdd153ca4e0ad8	gemini-1.5	execution	benign_query	1,127	0.937	false	2	33	b8437e50d2d075a93a7a3cfe3a13c976b8f8f6af24bbc2dd25b080e3d5c76d39	ios	allowed	rate_limit	false	1
DEF2025_00002548	1,766,563,956,689	150.85.2.87	clean	curl/8.1.2	3884937b01786d60cf983ca1887dfc3063fafadae490893dd1ad28e7a4392baf	grok-3	lateral_movement	benign_query	839	0.862	false	1	32	3d7a1fcce6476b017be31a18700a4243b8ee79a3a7f69bf18ef83ef60f1e45fc	linux	allowed	rate_limit	false	1
DEF2025_00002549	1,766,565,217,597	140.146.218.250	clean	curl/8.1.2	c39bdd76e5513e1d9a9cf2092d65b37463bc982d0b82687f0cd7ad149e87c071	gemini-1.5	lateral_movement	jailbreak_attempt	2,327	0.168	true	4	45	b0411663c721dd156af47a7d543bd1dd9653a50b4a730301d1730d2aa2ad9282	linux	blocked	rate_limit	true	0.93
DEF2025_00002550	1,766,593,357,446	204.51.93.92	clean	Python-requests/2.31	c9e522c697c95379f4fdd0319563017552e6e8de73d30237adbcee71bda151cb	llama-3	discovery	benign_query	816	0.13	false	2	24	2df04d06318af146c9df3ce9ad4339b875c2e87b5ea03e76cf22a8dec1b774dd	ios	allowed	toxicity_classifier	false	1
DEF2025_00002551	1,766,586,757,170	164.150.94.237	clean	Python-requests/2.31	ccd447e1dbc3da73075096f1fa10b3bd5e1f155520861fab0020109ddfe884e8	grok-3	credential_access	benign_query	1,792	0.55	false	5	45	da5c8cf6207af8abf771187fcf3d7fb0dd752ef506f7324b84f508f711c904e6	macos	allowed	content_filter	false	1
DEF2025_00002552	1,766,578,777,141	205.232.109.17	clean	Python-requests/2.31	141c1657d59e55ba0b99837e044e9a0b88039dd01cbbfeca1227d006c59d7c41	grok-3	discovery	benign_query	3,981	0.753	false	4	50	c883fb0f9e827b9bcfd8cadd296c80b5b6c57ea9b5121657ffe8ab9da0bf0f4d	linux	allowed	jailbreak_detector	false	1
DEF2025_00002553	1,766,534,857,511	62.66.87.242	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	f8bf561ff02171c48415b8c932fc937d6273885e6edea1237f152ff4613a8602	grok-3	impact	backdoor_trigger	873	0.949	true	16	227	66d0b7b8cbd78cdbc0f41bded67ef8b3b358cf3e3333cb5763bd51d938c87a96	windows	blocked	toxicity_classifier	true	0.91
DEF2025_00002554	1,766,568,097,336	162.205.7.210	clean	Python-requests/2.31	260dcd978c59790b772d818bea2ad7cf5d2e7e66cb4b5ec1db4fd79f1fd398ce	claude-3	execution	backdoor_trigger	3,100	0.529	true	4	49	dd64824127fe601c94184ef678e16a4f7ae75311d7dbb9257d64f46e7622e988	ios	blocked	content_filter	true	0.89
DEF2025_00002555	1,766,538,397,144	88.29.162.174	clean	curl/8.1.2	39b03e96b37ab57e6ee718ef5957d7beda07eaf320bcee855aab328360aa4681	grok-3	exfiltration	benign_query	838	0.076	false	5	14	64ce6454288bcefcdf0c3d50bd0cb55e88099f61f6ab88d3ad7cd0cdedd88803	android	allowed	rate_limit	false	1
DEF2025_00002556	1,766,583,276,986	216.217.105.125	clean	curl/8.1.2	3d03acaa3245e396c28cb07e05439d0af44de7d64bef7a1fcf55dafe4bfb9d43	grok-3	defense_evasion	benign_query	3,725	0.888	false	3	39	cc52e791d916ee511339dd5133a4ca2d69a03381ec5da3db31afe0595ccd5832	linux	allowed	jailbreak_detector	false	1
DEF2025_00002557	1,766,596,477,525	99.36.251.213	clean	Python-requests/2.31	87dfcd5c625ca4a0bd515cda077ecf97bd8c2947f1535843f80b874caa7de641	gemini-1.5	defense_evasion	adversarial_example	2,607	0.508	true	5	34	7f79c99ad3b0e71f9d6881ad382c7d689485b4226437cdaca99bd303e3c5d843	macos	blocked	toxicity_classifier	true	0.93
DEF2025_00002558	1,766,577,036,732	63.27.188.245	clean	PostmanRuntime/7.32	90dd48e02be49c8d78a6cdb45cde34c32a146e23ee6b8a6cdc52b63e6a105883	grok-4	credential_access	benign_query	1,760	0.637	false	4	25	62ee76b2fe16de681c31d128d7635ff49c1ae34e4326ead8615a7480a388b488	linux	allowed	jailbreak_detector	false	1
DEF2025_00002559	1,766,567,257,479	39.57.15.186	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	4919a54780b927ab93cfa7f0efb41c07c062267279d17e4647acb87a64d86cd9	claude-3	initial_access	membership_inference	3,194	0.387	true	18	369	1b95afd066a744680d79ee1877b39418d8b71cd234e78741d0a5c7413ddcb887	linux	blocked	toxicity_classifier	true	0.98
DEF2025_00002560	1,766,549,257,504	168.188.46.199	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	a058df446bb4b7306a9c58f5f53e57ed8527a979db13e49b96c8138ce0b151f8	claude-3	initial_access	model_inversion	2,708	0.957	true	24	95	ce5f8cd4dedfe0b46104213ffae40631043b96dc44d62a258e38aa38894d8be8	linux	blocked	content_filter	true	0.87
DEF2025_00002561	1,766,594,136,966	68.169.152.126	clean	Python-requests/2.31	7d9c8d98f8714cb769e0468604969b69b2f508f966f87330b8c21391b5ce7351	gemini-1.5	exfiltration	benign_query	2,151	0.592	false	3	38	e45320d5351680f02d4504141298cdd618d4646183a1f90a62d79947b69b25bd	android	allowed	rate_limit	false	1
DEF2025_00002562	1,766,532,337,408	87.16.62.198	clean	curl/8.1.2	b87c8939de958ba6a04aa7d240bb804dec71d251d54e3c4535e8c187e3c31a3e	grok-3	defense_evasion	benign_query	2,529	0.818	false	3	16	ec02b42667b392eb8471c434d26f567a73c2919101b4de281db17aee3be30272	android	allowed	jailbreak_detector	false	1
DEF2025_00002563	1,766,539,237,179	39.89.244.190	clean	Python-requests/2.31	ae01dac9f858a8959d28d182f707d6c00f2c67b68f6ff63f0ce5992c82833e9e	llama-3	exfiltration	benign_query	1,270	0.034	false	1	24	72e65b0aa9627aaa141f8ac29a6bb46d8ef9f406dd6bce4e7d3ab7ff7437da42	linux	allowed	rate_limit	false	1
DEF2025_00002564	1,766,555,077,507	158.113.94.74	clean	curl/8.1.2	f4108d563a71764f40ed845a4c2c4294560668f8179c3b42244d4cb1b0b9e5c8	llama-3	persistence	benign_query	2,321	0.147	false	4	24	1914fe1d5dc479100d4506ccfe2f1c094ac4195f1f6107b93a8eee6a6772e4bd	android	allowed	rate_limit	false	1
DEF2025_00002565	1,766,581,477,268	171.170.127.103	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	a99b70c0df324cb11d07ec5000aa259bc3d66d2740a3b2bd0f581fc8f3f10109	claude-3	discovery	adversarial_example	3,833	0.823	true	18	222	5eb0671da62b9804f598fdd737184016f9a609af0907e9e3c000e88056b68759	android	blocked	content_filter	true	0.9
DEF2025_00002566	1,766,548,657,582	96.120.12.162	clean	curl/8.1.2	081b6e7b80a455584462ee43c844a285584f053f4ad7a1cb2a919a2e276759d6	gemini-1.5	defense_evasion	model_inversion	2,681	0.077	true	3	30	b8eebcd16958e30aa70ee218ae1fdf68d09e661b2ae73259c73c8494d551ea6a	ios	blocked	jailbreak_detector	true	0.91
DEF2025_00002567	1,766,545,537,603	166.182.77.75	clean	PostmanRuntime/7.32	5d150d6f1165b6632682e996b0a4071b96407998fb6c47566253ef0868a81a0a	gemini-1.5	discovery	jailbreak_attempt	3,351	0.029	true	5	34	88a2f2415ae661528cafa5addd4ea9f7ca0e23f194ee75b24f9e7b169b794aca	macos	blocked	rate_limit	true	0.97
DEF2025_00002568	1,766,559,277,379	44.81.14.245	clean	curl/8.1.2	75c9976cf40f76a3acd990e48d283f3d267f70c0a6de54644202abc09af4f2f6	grok-4	impact	benign_query	3,758	0.266	false	4	49	7813b35472d82666be680e80e927743250c7eb80555824f4e969fa54d4842201	android	allowed	jailbreak_detector	false	1
DEF2025_00002569	1,766,602,477,654	212.232.19.18	clean	Python-requests/2.31	a6fc3c0d31e9e366d045e6f97df64d22e05b65db7598b2e23bfec9bb0f70eab3	gemini-1.5	execution	benign_query	3,209	0.044	false	1	11	7e25e446c2d138fdb00e8b5bc45a59050c00da60a2e208dbf278dbe90913abfb	macos	allowed	toxicity_classifier	false	1
DEF2025_00002570	1,766,557,057,126	147.191.123.15	clean	curl/8.1.2	653d854df12ee52066e3366e02bb647705ae5ce5ea5fc60be42e5248184b0a01	grok-4	credential_access	adversarial_example	4,005	0.461	false	1	17	bc24b0e4b9b4e29c238a63f499720e9ce5dc24790a2543171abec69028e136ba	linux	blocked	rate_limit	true	0.88
DEF2025_00002571	1,766,596,477,013	124.122.241.138	clean	Python-requests/2.31	ebb051cb5730993529563460052a095949d816253ac46d1f2ab2754ca18efb80	gemini-1.5	persistence	benign_query	1,189	0.784	false	5	41	316d5c06908faeb71635397972bb20930d98f1635434a7790846adeb38d62d4e	macos	allowed	toxicity_classifier	false	1
DEF2025_00002572	1,766,538,637,343	54.20.57.228	clean	PostmanRuntime/7.32	c8ef189d40e1d8f562c4b019d9f7a0e5aa8ba48b6a36b1b560930b7ac432c0cc	grok-4	execution	benign_query	3,785	0.399	false	5	39	f4af08d571bbcc5eb60a403f838a87283470d173ca1946d82b183893bd0164b6	windows	allowed	toxicity_classifier	false	1
DEF2025_00002573	1,766,565,337,478	72.173.73.191	clean	Python-requests/2.31	1308c53e5d9beeb3a3f46b6f0ba2511f1d863eaee1d933d6ca37f9162d45773d	llama-3	discovery	benign_query	1,509	0.01	false	3	12	afbb42033d881991f4e07fbe9c655c83cdcbb3d03999b71ccb9b60106766b4c1	windows	allowed	rate_limit	false	1
DEF2025_00002574	1,766,569,357,286	5.86.73.166	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	3a759647ee490912fc3e1b473e42a603da56892c073de4541544baf261621802	claude-3	collection	data_poisoning	1,097	0.154	true	30	283	47e55dc961bcb96a00e200fd6aa111d265f2b66be992e03ac6dd89aec7229584	windows	blocked	content_filter	true	0.91
DEF2025_00002575	1,766,545,537,106	133.148.222.220	clean	Python-requests/2.31	8fbad99aed189bb74b06aaf0ddee16e9a0c08db4d0145910b9241845bb43f1a3	gemini-1.5	credential_access	benign_query	3,122	0.504	false	3	45	19a6830cf0ca23017cdd2150cbff8e214296239106699dca058187697867c401	windows	allowed	jailbreak_detector	false	1
DEF2025_00002576	1,766,594,137,492	204.115.210.59	clean	curl/8.1.2	c7acd79f67b9d17e576472650842276d7527b02d9ddc3e1f217b6c2becc31a67	gemini-1.5	initial_access	benign_query	1,132	0.888	false	3	33	14a3faa65ecc08b79686ab02f5afc1bd782da25f8c1818ad9d72ca3cef956324	ios	allowed	rate_limit	false	1
DEF2025_00002577	1,766,518,356,865	62.1.84.110	clean	curl/8.1.2	2c979e0c0fbabb8a18eca618c545a46f04d4dac580ee98c3c842276b794dc837	gemini-1.5	reconnaissance	benign_query	1,303	0.363	false	3	36	5d0194bff8b1a1c08c563292b182b6d9e9748a6d6c88a0ebe0eecd88738d8d3d	windows	allowed	rate_limit	false	1
DEF2025_00002578	1,766,552,497,662	78.212.71.54	clean	PostmanRuntime/7.32	064b4c0c2c946019be26c216a0e8ff592adcb359c0bf447c1b624b8a31042fb8	grok-4	reconnaissance	benign_query	799	0.283	false	1	31	67bc843e2beff57a5ca519733265be5c50bf33d829427e8ead0a71a755e57a44	macos	allowed	rate_limit	false	1
DEF2025_00002579	1,766,556,697,198	193.19.44.175	clean	curl/8.1.2	0c59aa17e846129f241c7701d97d984cb3aa20fe908f6f0472a123d97fa590fc	gemini-1.5	discovery	data_poisoning	2,632	0.653	true	2	10	f5e03ec62d29c37dc22dbbd2cc7abfb1d0523c1332187573dd2fab1ff821804c	ios	blocked	jailbreak_detector	true	0.86
DEF2025_00002580	1,766,574,217,196	68.80.20.86	clean	curl/8.1.2	f6df0227eb6cc1dcbfab1f9e5122347740234236c08f751bc76aacf2d77ca134	grok-3	persistence	adversarial_example	1,906	0.752	true	1	23	d5e0761b3ca6a3ab49f1777f7158a506acb60cf93522f75d9e6f279dad260144	windows	blocked	rate_limit	true	0.94
DEF2025_00002581	1,766,546,556,836	87.76.158.235	clean	PostmanRuntime/7.32	bdced805c213a1dc775319dcf5447fb57db0f8b04e30b1382ffa18c01bb2aa63	grok-3	discovery	benign_query	799	0.533	false	5	12	b0257e915b9df72da70a0714a2c41c7006c0811105682363b2c006a8ee718293	linux	allowed	toxicity_classifier	false	1
DEF2025_00002582	1,766,525,136,778	60.222.254.246	clean	curl/8.1.2	00d8c8bf4685651e3a636aca6a124d0982ad1a9263bdcc9be45ec02039e1d4ce	grok-3	collection	benign_query	1,488	0.277	false	5	10	1a832a84c5d797915c9d1799227d370d5987046f47e963e0ffedf076c059c082	android	allowed	rate_limit	false	1
DEF2025_00002583	1,766,591,797,175	39.176.10.152	clean	Python-requests/2.31	5e56c7a4e88816be5a25cec79b7640109dcef3fcd0403e8b2f9d962e426e32c1	grok-3	defense_evasion	benign_query	931	0.41	false	5	34	f216734498bee1d9557d8e00852e3ecba27982b56a6982e2b9492aa0d62b847c	windows	allowed	content_filter	false	1
DEF2025_00002584	1,766,580,637,185	32.238.45.46	clean	curl/8.1.2	d5d8b96c0915d81bb67afe577b8926706b986b37ea54a35ebeabc45c34fbdd87	grok-3	credential_access	benign_query	928	0.613	false	5	15	49b7c7391bd0855e135cb96676b31e6d428c8837c15b0a648de7b69c3d6085be	ios	allowed	toxicity_classifier	false	1
DEF2025_00002585	1,766,571,637,264	150.85.19.120	clean	curl/8.1.2	5fb1d91de6950d55e68793eafbebb3c47e8faf31325654d1484a41e8060856b6	claude-3	exfiltration	benign_query	3,871	0.858	false	4	31	33bdb11ef362501042ef670cfd6f2d2ad036fc006d0230b44a3893bc489356d9	windows	allowed	jailbreak_detector	false	1
DEF2025_00002586	1,766,556,516,769	194.195.241.184	clean	PostmanRuntime/7.32	43c84fd7aaca86a08351c7a015a4cf2968e15fa75fef42ab6ad2d805cc460519	grok-4	discovery	membership_inference	1,312	0.461	true	3	18	03a91b229338cbef4537a8db6e975f4e0eed9e22b924859958cbba2a0c26919b	linux	allowed	rate_limit	true	0.95
DEF2025_00002587	1,766,563,357,252	63.211.197.108	clean	PostmanRuntime/7.32	64631541a2d1cfbae2dc3048c5a35ec155c37c042dcd8a9bc6837a33e852a4a5	grok-3	collection	model_inversion	3,288	0.375	true	4	10	3fcdc92b4efffc4752015b38cdeab54adb0c174ef6867c6ae3adc069dc027b4d	ios	allowed	content_filter	true	0.85
DEF2025_00002588	1,766,595,096,879	175.113.48.238	clean	PostmanRuntime/7.32	42339c68533c523b602a7d9112f6ddc2d45a8c39892cf6b43814f3116af6ef8a	claude-3	execution	benign_query	3,674	0.761	false	4	25	23fbe090b7c14e7c45726ac8855dd331fe287e115e7b1967ad5b5b2b8073d668	macos	allowed	content_filter	false	1
DEF2025_00002589	1,766,594,497,634	184.148.172.194	clean	curl/8.1.2	2afbb8cea851ce63d5c8b363e83e4068f5444921bc57c490e8b5cc9347e0b889	claude-3	exfiltration	benign_query	2,182	0.291	false	2	46	7e443c8233ec1c9d64fdb28a4482c641270f10c8566fc7e4a4b1d0bd5441431f	android	allowed	rate_limit	false	1
DEF2025_00002590	1,766,591,077,109	97.48.75.23	clean	Python-requests/2.31	fe6bf47293b8c500acb57a1eee9f34a7686fd934f880335c81f522f7b194f540	claude-3	discovery	benign_query	1,083	0.955	false	4	46	301b2a7cc628d00dc30c498c99d4c1fd09bf11329d059c6934bb9c73c6b980e0	ios	allowed	rate_limit	false	1
DEF2025_00002591	1,766,559,517,191	78.169.235.217	clean	curl/8.1.2	76d97b07793ad2ad6ec0ab0089b2b076f6ee954287d1384d607f04e7f9b29221	claude-3	execution	benign_query	1,096	0.989	false	4	30	8c05530462bde21303f35ab66382b17062ded010742888ecc2f03d1f82b4a640	android	allowed	rate_limit	false	1
DEF2025_00002592	1,766,551,957,389	178.219.214.15	clean	Python-requests/2.31	7505eb2cf13142319522952b19a3133361086b72536312ca220e84faefa8f0ce	gemini-1.5	credential_access	benign_query	3,684	0.573	false	1	34	9f0b995d0a4726ec208ca58dae13639c0c2d8ef912d0f00536da25cc05bba85f	android	allowed	rate_limit	false	1
DEF2025_00002593	1,766,596,597,756	56.224.142.182	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	d49f35e837dd18b0b6cbed3e471a58e3a059cc9e234f25c618ad44d4bd0457d3	grok-3	collection	membership_inference	3,973	0.601	true	23	202	026a59b3748ef8f5eb7c74ecca15f2899334c721ca93f18deebcb7c4d742c0bd	android	blocked	jailbreak_detector	true	0.96
DEF2025_00002594	1,766,565,757,488	32.74.26.52	clean	PostmanRuntime/7.32	8ee9a69dad00d625c82f8926aac74109b7602c54221e04e765e53a0d017e9793	grok-4	impact	benign_query	4,094	0.55	false	4	26	6a97cdf3abb3039b2d0dea4523b9362e9ba13bb0578fba21a8e5aaa34f0f2e00	linux	allowed	content_filter	false	1
DEF2025_00002595	1,766,602,777,483	131.58.140.135	clean	PostmanRuntime/7.32	292e5a9c52776e56458bf53878db05e5daf72426db371cdebabaf7a7f4112be1	llama-3	lateral_movement	benign_query	3,463	0.873	false	5	16	c47936106b17243fbfbf44e467b855fb4e46abacb2dc30ccf91b3cc4536a8d71	linux	allowed	rate_limit	false	1
DEF2025_00002596	1,766,560,056,862	2.210.210.4	clean	Python-requests/2.31	9899f5ee3e30f4bb817bae986395f2add1de19574c4e2caabd7ff67c478af3ca	grok-4	collection	adversarial_example	2,328	0.867	false	1	18	420a15e596e65684aa2725468fb3f11bcd1be13c4b415d608354e13ea50f5c14	ios	blocked	content_filter	true	0.87
DEF2025_00002597	1,766,531,797,138	65.139.47.138	clean	PostmanRuntime/7.32	eac2e247f438fd5779ffbefd2e716c41e26b47d89ffa1bdaf0722a17728d5f98	llama-3	exfiltration	backdoor_trigger	1,478	0.432	false	4	21	21c5685aefb516be0e85ab480bbd6582b91597caadc5d40b8a722d94b2abba91	android	allowed	toxicity_classifier	true	0.93
DEF2025_00002598	1,766,582,136,826	75.198.105.167	clean	curl/8.1.2	e88a5595fa1f55b9c77dd4f59fa21638f642b159c86c2b8898ad482662a484ba	grok-3	discovery	benign_query	2,450	0.507	false	4	33	63ad90ec9704a95f8cd62bb799a90b7c8a489700ca4908dd94feb0677f995024	android	allowed	jailbreak_detector	false	1
DEF2025_00002599	1,766,535,637,603	37.165.90.18	clean	curl/8.1.2	05661bf09b6a72cf9da6288aef5ebad04de6e877d6f00ff10b1b2e60817a6067	grok-4	execution	prompt_injection	1,360	0.188	true	1	13	e14aedb6ee9a7410888bb5a5ce265290fe64077129896b17cc071ac35d5d8c8c	ios	blocked	jailbreak_detector	true	0.97

DEF2025_00002500

1,766,555,016,778

160.71.212.60

clean

PostmanRuntime/7.32

e17ef716f20c7b9650aa966212b79b5ef1bac75fc111f0a684228cd03ac883c9

grok-3

initial_access

backdoor_trigger

2,630

0.5

false

5

39

52f42d8dbc926159ad2a44edbe5d4cdbb85cf3246c77bd70bbfae51904bc6822

windows

blocked

content_filter

true

0.9

DEF2025_00002501

1,766,527,057,115

151.177.131.150

clean

Python-requests/2.31

7c97a677f5c7e37b51b3de9220d78111be4a17368b0d77e4140ffb1a91670838

claude-3

exfiltration

benign_query

1,200

0.935

false

3

15

a7939390071b04b241e3bef76c13052ee050f10d9571bd2e42b6b186d8013809

ios

allowed

rate_limit

false

1

DEF2025_00002502

1,766,550,276,736

131.173.12.56

clean

curl/8.1.2

1775c1f8132c6ea41f3ef4d74db95361dde7e4a8309319622e849b6ce2939207

llama-3

persistence

benign_query

2,640

0.62

false

4

33

3d327b1e6980c348e06f6ef762d6a640a655053474d6ec9f1b6b6447556b7115

linux

allowed

jailbreak_detector

false

1

DEF2025_00002503

1,766,529,997,312

164.85.165.224

clean

PostmanRuntime/7.32

f31ee35c6fac58a48cd83744345beca416d5c23e41cbd7065232ff453c99d3c2

llama-3

persistence

benign_query

3,596

0.836

false

3

24

5cf3e6d987569c92897346f9a2f73d10ae681a91b40125c0a52956be1f1d163e

ios

allowed

rate_limit

false

1

DEF2025_00002504

1,766,553,936,885

119.160.139.49

clean

Python-requests/2.31

339cc3e1b8e5678b2ea42f097119b4d552e34d37958eb1c01c94d56936593e16

llama-3

credential_access

benign_query

759

0.452

false

1

38

2037e771c8c4082061f2a4628ee508db1a6b22fc7761d3b864df586e120581d1

windows

allowed

toxicity_classifier

false

1

DEF2025_00002505

1,766,598,757,260

80.33.170.57

clean

PostmanRuntime/7.32

f160ac44490a28d67d3927244c676c3cb018553b5cee613e5fb257f65eb2c3bb

grok-3

defense_evasion

benign_query

1,746

0.497

false

3

11

825af6c16d7be1505f0ce940f7b3c35b4b8804851d7a9ece30d7544722bb9e2a

android

allowed

toxicity_classifier

false

1

DEF2025_00002506

1,766,525,796,924

155.234.200.27

clean

curl/8.1.2

ca626bb2bbf086062f32b793e3566a99612b0f44e8afb808ea45c2040f707697

llama-3

discovery

benign_query

1,059

0.931

false

2

12

056e38c742cfe756f6198d2a69d46e493884ddef2a2c20194154fdfad7ea8b66

ios

allowed

jailbreak_detector

false

1

DEF2025_00002507

1,766,526,037,401

173.212.251.15

clean

curl/8.1.2

5143f4478b7fbbe4e4c823ecd382791f6f9747786932f665c7941bb87fe112b6

gemini-1.5

execution

benign_query

3,549

0.472

false

1

37

f5c6c0fc0a63de95d7eb27b7e6f170319cc936fed3fb3c08089c3c0c91cb8c0c

linux

allowed

content_filter

false

1

DEF2025_00002508

1,766,569,596,785

30.61.26.102

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

48b3c138e1f4744bf8e77aa014d8c1ddb5318b9e66dc946ee0f1f9cd88dbc6ac

grok-3

impact

data_poisoning

960

0.07

true

5

248

ef6b9ce61bad664c8aef5cee5859400a5dbc6c3b07cef8aeea9ad9be87ea2a06

windows

blocked

toxicity_classifier

true

0.89

DEF2025_00002509

1,766,593,237,159

191.105.234.149

clean

PostmanRuntime/7.32

0638ddf84a03dd5be92d43beb8dcefccf1cdabedfb1d6d7aeb7d6a9885ad8fa0

claude-3

lateral_movement

backdoor_trigger

640

0.501

true

5

41

9c1127aae611ee9157cb1fc21ba2d9f4974d2937217df15c8f8ac850f3929c01

windows

blocked

content_filter

true

0.91

DEF2025_00002510

1,766,593,056,717

33.61.130.177

clean

curl/8.1.2

9853b02a898b5e915a9439e03ed63659eeb8a476365a4cc8a654c96b5a665be5

claude-3

impact

benign_query

2,543

0.017

false

3

41

69e52690838dc20ef4c96d88403bf78399a45290ff131419182f6a83882bab99

android

allowed

jailbreak_detector

false

1

DEF2025_00002511

1,766,576,917,033

74.29.120.2

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

6e320d3874ec8d9c61c2e2bb15e9f485cda468ea0e7fdd53cdf37aa8414d4bff

grok-3

initial_access

model_inversion

3,474

0.186

true

14

382

5ecbf0cf3fd6ea03b963178f8fdd290cc6c95e6c7692af09bc2f1ca1d1f3f662

android

blocked

toxicity_classifier

true

0.87

DEF2025_00002512

1,766,532,696,618

190.242.217.67

clean

PostmanRuntime/7.32

2b9dc0a6ff00ae7bf6411e49a0681cb8df6b5704ea2a5b6b5b037bdc89d62360

grok-4

initial_access

backdoor_trigger

3,077

0.772

true

2

21

8a5ee996107dc3a43a4a88136c3b9e0844842cdebd2e9f89bf6330b2d82ae05f

ios

blocked

content_filter

true

0.97

DEF2025_00002513

1,766,592,336,993

49.228.248.83

clean

curl/8.1.2

d5076034c6bc1d4c66d22760de15d8b6f7e075690b10a079c1f371a25a01dc14

llama-3

discovery

benign_query

2,842

0.58

false

5

42

404b09cf8416caccf7cd66190895231017ec222f16e1669892465ecaf8502549

ios

allowed

jailbreak_detector

false

1

DEF2025_00002514

1,766,554,896,823

60.217.191.178

clean

Python-requests/2.31

b18e1341035756def2422e669728f1dc76cf37af3970a86837c161beeca75322

grok-4

impact

benign_query

2,347

0.229

false

3

33

662543fd15e5fcdca4e5575a20887de45ba0806f7ac00537a725aada92821198

windows

allowed

content_filter

false

1

DEF2025_00002515

1,766,577,157,296

165.252.51.111

clean

PostmanRuntime/7.32

5a11651e8986f0f7983b6dd6089f38d9f8fe13459e8978b2c002d00d679448b9

grok-3

persistence

benign_query

566

0.966

false

1

13

6e407921546549b7c5c28a88efe0942bd81692379e0f508b854d0807f122c4f4

ios

allowed

toxicity_classifier

false

1

DEF2025_00002516

1,766,554,897,018

55.35.213.122

clean

Python-requests/2.31

8ffa467443700690e1ba043e70073488c56305d9b08b6955a6e98ab13113b542

grok-3

lateral_movement

membership_inference

3,330

0.217

true

3

20

6aeee40718c2b49ddb180018a2f8903743ab485e1dd0057818ed4724cd0b3599

linux

blocked

toxicity_classifier

true

0.89

DEF2025_00002517

1,766,556,936,935

167.194.104.125

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

5e0861f55af04330ba929cafa6ffcf7031795718780db10415106ab60fa95f02

gemini-1.5

exfiltration

membership_inference

3,868

0.959

true

11

242

9f966d20c9bf7272b596b323dfb9f2186dd796023d19308415745071ea22f903

android

blocked

content_filter

true

0.98

DEF2025_00002518

1,766,592,457,465

160.141.177.63

clean

PostmanRuntime/7.32

3cfd17551ede19d30ecb1f1038a319bee14420ae264f4e6a1d27d13e141f2f9d

grok-4

persistence

adversarial_example

1,296

0.633

true

1

17

cd45e8e9910d6725afdbe061ddfcb6d3ab246589568d23efbba936cc0ad9d143

android

blocked

content_filter

true

0.87

DEF2025_00002519

1,766,522,437,547

55.87.12.32

clean

Python-requests/2.31

a9ee25f3bdff968dc7c0f4babf6500d15274658919262994d72cbd86e6140811

grok-4

lateral_movement

benign_query

3,860

0.907

false

4

42

7bc2674836cf8dc1438b971cbb23d04cdae14c59d9efb229f38e3944c8c17277

linux

allowed

jailbreak_detector

false

1

DEF2025_00002520

1,766,565,996,922

17.55.48.203

clean

Python-requests/2.31

2c63e4ec6a9ac93eb6739d45be9ab5a98ca0a9d710baab65aad9c9eb8d6b8746

grok-3

impact

benign_query

960

0.094

false

4

42

8bcd35de1516eb9a4abfdd4b9a7a4e2c31e7cbe9b2e74faf78df41474274ac72

linux

allowed

rate_limit

false

1

DEF2025_00002521

1,766,518,597,134

129.244.192.75

clean

Python-requests/2.31

0a072473450a98ae4d54ad734226f21ddf10c0741581e243bad64110e16012de

llama-3

reconnaissance

benign_query

3,195

0.531

false

5

14

3e6feb118386763f7b89439ae15b51992ec4eb6aaad9d41e61d8025394f48c26

windows

allowed

rate_limit

false

1

DEF2025_00002522

1,766,561,857,473

153.228.20.165

clean

PostmanRuntime/7.32

25afcfc02d19397651016e9bbab584287caa9945e1f91b87e71587dbcf71ae4d

gemini-1.5

initial_access

data_poisoning

2,696

0.959

true

1

29

fbf276c83e09ccf5d58789701d961154f38089fe3f2be57ed8a23a3decab2234

ios

blocked

toxicity_classifier

true

0.92

DEF2025_00002523

1,766,562,157,190

187.11.82.133

clean

Python-requests/2.31

01b7c34cc3a40ec30ae067b006c97df6f9c5de7ce04152da7734ec1b5f10e6cf

grok-4

exfiltration

benign_query

1,834

0.421

false

2

30

c6a0ad11a41943b559eb1c7af4788999c8d3771848e65df031787b6933f54643

linux

allowed

rate_limit

false

1

DEF2025_00002524

1,766,535,097,021

40.46.82.102

clean

PostmanRuntime/7.32

a6b96af25e21f9f7f2943e68019071e1426e421e3e1185a0a9594033d7784ecc

gemini-1.5

collection

benign_query

2,230

0.551

false

5

40

024fa7706a9d7c2acb431ea262e544cbc801f12f54fd05a10e8a5ff1ff699f74

macos

allowed

toxicity_classifier

false

1

DEF2025_00002525

1,766,599,477,581

37.8.54.25

clean

Python-requests/2.31

e962a013a52eeb10656f387c607d0c814b213bd97fb73abf7ca262b468c7023f

grok-3

impact

benign_query

2,425

0.889

false

5

32

563a588548796d146c4d0ad85bbad805128d5993c03b64fa488de1b2ef078ae7

linux

allowed

jailbreak_detector

false

1

DEF2025_00002526

1,766,581,717,276

88.204.50.116

clean

PostmanRuntime/7.32

14ca40fbbeb1d8e380c33111da3eff9a5df1af8f665a8b56ca99d1dbc5ebe297

grok-3

initial_access

benign_query

643

0.307

false

3

36

c27d8f120f579e9596178ef572f6bfe0823454198451040dbc7a67a22b69e7b8

macos

allowed

toxicity_classifier

false

1

DEF2025_00002527

1,766,569,957,028

159.196.83.43

clean

curl/8.1.2

01f35f86a56688cbb783c0cfd0d33543c76373b569e4ddc62371228345f7f62f

claude-3

discovery

benign_query

2,076

0.057

false

4

14

435f6e6fac327d39a5345811b35f399690042a1f99247f887f31ea2647894b8b

windows

allowed

jailbreak_detector

false

1

DEF2025_00002528

1,766,524,836,711

51.139.38.91

clean

Python-requests/2.31

82a02485ba59ff04d78e5041bc4aa44cde654e601b0447abbad5ee098c1f03a5

llama-3

collection

membership_inference

3,065

0.888

true

3

19

63e624e6fcb0ecc475903771624fa0a8267bf9a890194336097c4e99f018bfd8

macos

blocked

content_filter

true

0.94

DEF2025_00002529

1,766,598,996,841

182.185.36.55

clean

curl/8.1.2

cf3d76c2e5347f6f7a03d67e64172da928d28e7d958fea8c847553d41f5c7f66

grok-3

reconnaissance

model_inversion

3,671

0.702

true

3

46

13fc007de463320733b4ae6cb34aad0856c4564424ce52671dd13843d8d1dd6d

ios

blocked

toxicity_classifier

true

0.96

DEF2025_00002530

1,766,591,796,669

33.52.157.33

clean

Python-requests/2.31

59b3f61ab1f9b4b4a8cb53c1d7fab405614c4e98fb26b2ebebfd437194ceb8a5

claude-3

initial_access

benign_query

2,663

0.258

false

2

50

ba0b90764c72b742fccd6f405412c5fdc7e2f349a169ccde541d272efb9082d5

ios

allowed

content_filter

false

1

DEF2025_00002531

1,766,547,577,019

77.253.246.225

clean

PostmanRuntime/7.32

d53d835c44d47a5fe87f88acb9a0940b4068411b6007e37baa6133b3e228dc3b

grok-4

collection

benign_query

1,184

0.697

false

3

15

00d877b524d2af54bc4cc7cf7e8f0a808165be5cdaee257adfbef5a1a7a956b6

windows

allowed

content_filter

false

1

DEF2025_00002532

1,766,597,316,962

166.97.59.16

clean

curl/8.1.2

26463a7211a1b348cbb875e9870732d8c24ff2ac875f0b96035b2f3179b5833e

grok-4

initial_access

benign_query

3,359

0.068

false

5

40

935fb282f39cb9c28b4b1c17ca65c5223c5bcf5aa36ccb2731531e0daf5acbe2

android

allowed

jailbreak_detector

false

1

DEF2025_00002533

1,766,559,816,961

105.120.223.187

clean

PostmanRuntime/7.32

8bd8762fff7a19cca6e8773119f1d1a55b4f0426cb5a8dab895afd000b6e52d6

grok-4

discovery

benign_query

2,046

0.425

false

4

29

0dbd6738c2cdb1ab29e33387dfbdd67f493e8e1de34211917853c4b3015435b5

ios

allowed

content_filter

false

1

DEF2025_00002534

1,766,549,137,213

124.12.100.45

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

446f5f2551c494df5adb9fd28351b24ded6e5a6cd503af5af4f47e5adad712b0

llama-3

defense_evasion

adversarial_example

3,977

0.56

false

18

235

31882cd332e07d83d03a619e4707d4c0ea3849372f02501020a8942282ec0588

android

blocked

jailbreak_detector

true

0.87

DEF2025_00002535

1,766,547,517,106

3.83.237.185

clean

Python-requests/2.31

512d7f0268f95a5511ce0a85854e3cd400a22ac9f00dada0ccecfb549a60a62e

claude-3

defense_evasion

benign_query

2,566

0.767

false

4

46

9e004d74c1b1c27ec4204d99ba95f1eb2b07df601d0b73fbc6e94b17b3cf26f2

ios

allowed

toxicity_classifier

false

1

DEF2025_00002536

1,766,531,677,195

153.136.106.195

clean

PostmanRuntime/7.32

ba2ed3e4e01735e6921f9b2b5698ac3cbd8e2aeda7f22ffe0365a87d82ef1d44

llama-3

impact

jailbreak_attempt

1,298

0.631

true

4

17

c62a2a64101246f863640e598593bd4cb0af5e623896ff19f38a8aa861c0d982

macos

blocked

content_filter

true

0.98

DEF2025_00002537

1,766,534,857,092

192.93.188.19

clean

curl/8.1.2

962b3964392ec1f22fb410c1a3515b7d03176904b734d6e632a886752fbf10d5

claude-3

exfiltration

backdoor_trigger

2,494

0.929

true

5

49

81591f7daf7cc9c924a19bb87573117a745058e4c0760ff497739d6999c518f3

android

blocked

rate_limit

true

0.99

DEF2025_00002538

1,766,594,616,914

127.70.142.154

clean

PostmanRuntime/7.32

f6b588644a4edd6006ff3b28526052705be41035aa0f99a9bb00df7c499aeac3

gemini-1.5

initial_access

prompt_injection

3,753

0.7

true

1

21

1bb2f0acd65ef91fb7566ceac0fb9f2825aee55ba4dce5236351931d244f6e71

android

blocked

toxicity_classifier

true

0.96

DEF2025_00002539

1,766,520,577,450

146.209.38.182

clean

curl/8.1.2

ca6f3d5cc2b93949a753dc5d05222d1fb879afc5634b3de6e92729842aabbbb0

grok-4

defense_evasion

benign_query

937

0.783

false

1

49

35c706fa30ce0f415a6ebca35fa6f4d88a56fa8e0358edbe553b375c90063367

windows

allowed

toxicity_classifier

false

1

DEF2025_00002540

1,766,547,397,572

105.119.202.194

clean

PostmanRuntime/7.32

f6fe21c2e6dae25754bb0ca48dc2bfc17f4c46e869fadcc42f726157d78b77b4

claude-3

exfiltration

benign_query

1,389

0.021

false

3

42

791025ed9feed846ef8cb53589bd145166de7dca1b20611d5b8e928b93796b22

ios

allowed

jailbreak_detector

false

1

DEF2025_00002541

1,766,569,717,009

85.22.158.135

clean

Python-requests/2.31

e968294c33b1c2a31418c3326d4dc9262f90c270f057a1d85f43e54e2e998f6a

llama-3

defense_evasion

benign_query

1,684

0.713

false

5

50

1ae735c388f0c93cfc1eb734a1f2fa4845e94c04fd4eb7b437110e6ed4e58406

linux

allowed

toxicity_classifier

false

1

DEF2025_00002542

1,766,567,437,167

144.135.181.4

clean

curl/8.1.2

bd34cafee25459f0ecd1440d3566c2a2ec0ccb5d6cb1b138125e6c3eb2df7b08

claude-3

exfiltration

benign_query

3,416

0.614

false

2

44

a937f5a7b377c65c4aca9b9ded9ab467f5188b7d89dbfd0c7caecd07f45a3ff6

windows

allowed

jailbreak_detector

false

1

DEF2025_00002543

1,766,587,837,301

23.94.3.1

clean

Python-requests/2.31

ebb50b250694d9f66a18a1c12b35bf0fb101602e950331dc009cd6d3f0449267

llama-3

exfiltration

prompt_injection

2,673

0.092

true

3

20

0977a404a7af219b242a35a3d89985b46e9f380766770c3712b7377963cba6af

windows

blocked

rate_limit

true

0.86

DEF2025_00002544

1,766,596,177,312

101.105.167.194

clean

Python-requests/2.31

0198c2de8eb61ca5939702aff3c373d65b5c422e951f793cb12da86f47e84c40

grok-4

exfiltration

benign_query

852

0.593

false

1

39

4cf57a950b5eb11fe5862a63b3e36feee5215f35065300e896ac43572c988ff3

windows

allowed

rate_limit

false

1

DEF2025_00002545

1,766,569,117,551

145.20.7.182

clean

Python-requests/2.31

3dc2805c677a0129b6697a5aa35514b02b8877f6af927399676b3400e1a5c01c

gemini-1.5

collection

benign_query

3,818

0.276

false

4

37

6db24a4298cd503d865b2f0ba404e210075b7eb745a3c293663f058403447613

android

allowed

jailbreak_detector

false

1

DEF2025_00002546

1,766,568,396,818

104.233.151.33

clean

PostmanRuntime/7.32

e9029c1e498125a92b1a2fbc321867f8a8d650f34c818a82926428acfa0bc72e

llama-3

initial_access

benign_query

2,165

0.243

false

2

25

997d30291c3cee166787de29b4691f0286b7e74a0057462563a73bcec6b4a0bd

android

allowed

jailbreak_detector

false

1

DEF2025_00002547

1,766,549,256,813

10.149.40.187

clean

PostmanRuntime/7.32

1022d3e86594e48a409bdde9419c9f61e2288e779cceecb315cdd153ca4e0ad8

gemini-1.5

execution

benign_query

1,127

0.937

false

2

33

b8437e50d2d075a93a7a3cfe3a13c976b8f8f6af24bbc2dd25b080e3d5c76d39

ios

allowed

rate_limit

false

1

DEF2025_00002548

1,766,563,956,689

150.85.2.87

clean

curl/8.1.2

3884937b01786d60cf983ca1887dfc3063fafadae490893dd1ad28e7a4392baf

grok-3

lateral_movement

benign_query

839

0.862

false

1

32

3d7a1fcce6476b017be31a18700a4243b8ee79a3a7f69bf18ef83ef60f1e45fc

linux

allowed

rate_limit

false

1

DEF2025_00002549

1,766,565,217,597

140.146.218.250

clean

curl/8.1.2

c39bdd76e5513e1d9a9cf2092d65b37463bc982d0b82687f0cd7ad149e87c071

gemini-1.5

lateral_movement

jailbreak_attempt

2,327

0.168

true

4

45

b0411663c721dd156af47a7d543bd1dd9653a50b4a730301d1730d2aa2ad9282

linux

blocked

rate_limit

true

0.93

DEF2025_00002550

1,766,593,357,446

204.51.93.92

clean

Python-requests/2.31

c9e522c697c95379f4fdd0319563017552e6e8de73d30237adbcee71bda151cb

llama-3

discovery

benign_query

816

0.13

false

2

24

2df04d06318af146c9df3ce9ad4339b875c2e87b5ea03e76cf22a8dec1b774dd

ios

allowed

toxicity_classifier

false

1

DEF2025_00002551

1,766,586,757,170

164.150.94.237

clean

Python-requests/2.31

ccd447e1dbc3da73075096f1fa10b3bd5e1f155520861fab0020109ddfe884e8

grok-3

credential_access

benign_query

1,792

0.55

false

5

45

da5c8cf6207af8abf771187fcf3d7fb0dd752ef506f7324b84f508f711c904e6

macos

allowed

content_filter

false

1

DEF2025_00002552

1,766,578,777,141

205.232.109.17

clean

Python-requests/2.31

141c1657d59e55ba0b99837e044e9a0b88039dd01cbbfeca1227d006c59d7c41

grok-3

discovery

benign_query

3,981

0.753

false

4

50

c883fb0f9e827b9bcfd8cadd296c80b5b6c57ea9b5121657ffe8ab9da0bf0f4d

linux

allowed

jailbreak_detector

false

1

DEF2025_00002553

1,766,534,857,511

62.66.87.242

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

f8bf561ff02171c48415b8c932fc937d6273885e6edea1237f152ff4613a8602

grok-3

impact

backdoor_trigger

873

0.949

true

16

227

66d0b7b8cbd78cdbc0f41bded67ef8b3b358cf3e3333cb5763bd51d938c87a96

windows

blocked

toxicity_classifier

true

0.91

DEF2025_00002554

1,766,568,097,336

162.205.7.210

clean

Python-requests/2.31

260dcd978c59790b772d818bea2ad7cf5d2e7e66cb4b5ec1db4fd79f1fd398ce

claude-3

execution

backdoor_trigger

3,100

0.529

true

4

49

dd64824127fe601c94184ef678e16a4f7ae75311d7dbb9257d64f46e7622e988

ios

blocked

content_filter

true

0.89

DEF2025_00002555

1,766,538,397,144

88.29.162.174

clean

curl/8.1.2

39b03e96b37ab57e6ee718ef5957d7beda07eaf320bcee855aab328360aa4681

grok-3

exfiltration

benign_query

838

0.076

false

5

14

64ce6454288bcefcdf0c3d50bd0cb55e88099f61f6ab88d3ad7cd0cdedd88803

android

allowed

rate_limit

false

1

DEF2025_00002556

1,766,583,276,986

216.217.105.125

clean

curl/8.1.2

3d03acaa3245e396c28cb07e05439d0af44de7d64bef7a1fcf55dafe4bfb9d43

grok-3

defense_evasion

benign_query

3,725

0.888

false

3

39

cc52e791d916ee511339dd5133a4ca2d69a03381ec5da3db31afe0595ccd5832

linux

allowed

jailbreak_detector

false

1

DEF2025_00002557

1,766,596,477,525

99.36.251.213

clean

Python-requests/2.31

87dfcd5c625ca4a0bd515cda077ecf97bd8c2947f1535843f80b874caa7de641

gemini-1.5

defense_evasion

adversarial_example

2,607

0.508

true

5

34

7f79c99ad3b0e71f9d6881ad382c7d689485b4226437cdaca99bd303e3c5d843

macos

blocked

toxicity_classifier

true

0.93

DEF2025_00002558

1,766,577,036,732

63.27.188.245

clean

PostmanRuntime/7.32

90dd48e02be49c8d78a6cdb45cde34c32a146e23ee6b8a6cdc52b63e6a105883

grok-4

credential_access

benign_query

1,760

0.637

false

4

25

62ee76b2fe16de681c31d128d7635ff49c1ae34e4326ead8615a7480a388b488

linux

allowed

jailbreak_detector

false

1

DEF2025_00002559

1,766,567,257,479

39.57.15.186

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

4919a54780b927ab93cfa7f0efb41c07c062267279d17e4647acb87a64d86cd9

claude-3

initial_access

membership_inference

3,194

0.387

true

18

369

1b95afd066a744680d79ee1877b39418d8b71cd234e78741d0a5c7413ddcb887

linux

blocked

toxicity_classifier

true

0.98

DEF2025_00002560

1,766,549,257,504

168.188.46.199

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

a058df446bb4b7306a9c58f5f53e57ed8527a979db13e49b96c8138ce0b151f8

claude-3

initial_access

model_inversion

2,708

0.957

true

24

95

ce5f8cd4dedfe0b46104213ffae40631043b96dc44d62a258e38aa38894d8be8

linux

blocked

content_filter

true

0.87

DEF2025_00002561

1,766,594,136,966

68.169.152.126

clean

Python-requests/2.31

7d9c8d98f8714cb769e0468604969b69b2f508f966f87330b8c21391b5ce7351

gemini-1.5

exfiltration

benign_query

2,151

0.592

false

3

38

e45320d5351680f02d4504141298cdd618d4646183a1f90a62d79947b69b25bd

android

allowed

rate_limit

false

1

DEF2025_00002562

1,766,532,337,408

87.16.62.198

clean

curl/8.1.2

b87c8939de958ba6a04aa7d240bb804dec71d251d54e3c4535e8c187e3c31a3e

grok-3

defense_evasion

benign_query

2,529

0.818

false

3

16

ec02b42667b392eb8471c434d26f567a73c2919101b4de281db17aee3be30272

android

allowed

jailbreak_detector

false

1

DEF2025_00002563

1,766,539,237,179

39.89.244.190

clean

Python-requests/2.31

ae01dac9f858a8959d28d182f707d6c00f2c67b68f6ff63f0ce5992c82833e9e

llama-3

exfiltration

benign_query

1,270

0.034

false

1

24

72e65b0aa9627aaa141f8ac29a6bb46d8ef9f406dd6bce4e7d3ab7ff7437da42

linux

allowed

rate_limit

false

1

DEF2025_00002564

1,766,555,077,507

158.113.94.74

clean

curl/8.1.2

f4108d563a71764f40ed845a4c2c4294560668f8179c3b42244d4cb1b0b9e5c8

llama-3

persistence

benign_query

2,321

0.147

false

4

24

1914fe1d5dc479100d4506ccfe2f1c094ac4195f1f6107b93a8eee6a6772e4bd

android

allowed

rate_limit

false

1

DEF2025_00002565

1,766,581,477,268

171.170.127.103

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

a99b70c0df324cb11d07ec5000aa259bc3d66d2740a3b2bd0f581fc8f3f10109

claude-3

discovery

adversarial_example

3,833

0.823

true

18

222

5eb0671da62b9804f598fdd737184016f9a609af0907e9e3c000e88056b68759

android

blocked

content_filter

true

0.9

DEF2025_00002566

1,766,548,657,582

96.120.12.162

clean

curl/8.1.2

081b6e7b80a455584462ee43c844a285584f053f4ad7a1cb2a919a2e276759d6

gemini-1.5

defense_evasion

model_inversion

2,681

0.077

true

3

30

b8eebcd16958e30aa70ee218ae1fdf68d09e661b2ae73259c73c8494d551ea6a

ios

blocked

jailbreak_detector

true

0.91

DEF2025_00002567

1,766,545,537,603

166.182.77.75

clean

PostmanRuntime/7.32

5d150d6f1165b6632682e996b0a4071b96407998fb6c47566253ef0868a81a0a

gemini-1.5

discovery

jailbreak_attempt

3,351

0.029

true

5

34

88a2f2415ae661528cafa5addd4ea9f7ca0e23f194ee75b24f9e7b169b794aca

macos

blocked

rate_limit

true

0.97

DEF2025_00002568

1,766,559,277,379

44.81.14.245

clean

curl/8.1.2

75c9976cf40f76a3acd990e48d283f3d267f70c0a6de54644202abc09af4f2f6

grok-4

impact

benign_query

3,758

0.266

false

4

49

7813b35472d82666be680e80e927743250c7eb80555824f4e969fa54d4842201

android

allowed

jailbreak_detector

false

1

DEF2025_00002569

1,766,602,477,654

212.232.19.18

clean

Python-requests/2.31

a6fc3c0d31e9e366d045e6f97df64d22e05b65db7598b2e23bfec9bb0f70eab3

gemini-1.5

execution

benign_query

3,209

0.044

false

1

11

7e25e446c2d138fdb00e8b5bc45a59050c00da60a2e208dbf278dbe90913abfb

macos

allowed

toxicity_classifier

false

1

DEF2025_00002570

1,766,557,057,126

147.191.123.15

clean

curl/8.1.2

653d854df12ee52066e3366e02bb647705ae5ce5ea5fc60be42e5248184b0a01

grok-4

credential_access

adversarial_example

4,005

0.461

false

1

17

bc24b0e4b9b4e29c238a63f499720e9ce5dc24790a2543171abec69028e136ba

linux

blocked

rate_limit

true

0.88

DEF2025_00002571

1,766,596,477,013

124.122.241.138

clean

Python-requests/2.31

ebb051cb5730993529563460052a095949d816253ac46d1f2ab2754ca18efb80

gemini-1.5

persistence

benign_query

1,189

0.784

false

5

41

316d5c06908faeb71635397972bb20930d98f1635434a7790846adeb38d62d4e

macos

allowed

toxicity_classifier

false

1

DEF2025_00002572

1,766,538,637,343

54.20.57.228

clean

PostmanRuntime/7.32

c8ef189d40e1d8f562c4b019d9f7a0e5aa8ba48b6a36b1b560930b7ac432c0cc

grok-4

execution

benign_query

3,785

0.399

false

5

39

f4af08d571bbcc5eb60a403f838a87283470d173ca1946d82b183893bd0164b6

windows

allowed

toxicity_classifier

false

1

DEF2025_00002573

1,766,565,337,478

72.173.73.191

clean

Python-requests/2.31

1308c53e5d9beeb3a3f46b6f0ba2511f1d863eaee1d933d6ca37f9162d45773d

llama-3

discovery

benign_query

1,509

0.01

false

3

12

afbb42033d881991f4e07fbe9c655c83cdcbb3d03999b71ccb9b60106766b4c1

windows

allowed

rate_limit

false

1

DEF2025_00002574

1,766,569,357,286

5.86.73.166

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

3a759647ee490912fc3e1b473e42a603da56892c073de4541544baf261621802

claude-3

collection

data_poisoning

1,097

0.154

true

30

283

47e55dc961bcb96a00e200fd6aa111d265f2b66be992e03ac6dd89aec7229584

windows

blocked

content_filter

true

0.91

DEF2025_00002575

1,766,545,537,106

133.148.222.220

clean

Python-requests/2.31

8fbad99aed189bb74b06aaf0ddee16e9a0c08db4d0145910b9241845bb43f1a3

gemini-1.5

credential_access

benign_query

3,122

0.504

false

3

45

19a6830cf0ca23017cdd2150cbff8e214296239106699dca058187697867c401

windows

allowed

jailbreak_detector

false

1

DEF2025_00002576

1,766,594,137,492

204.115.210.59

clean

curl/8.1.2

c7acd79f67b9d17e576472650842276d7527b02d9ddc3e1f217b6c2becc31a67

gemini-1.5

initial_access

benign_query

1,132

0.888

false

3

33

14a3faa65ecc08b79686ab02f5afc1bd782da25f8c1818ad9d72ca3cef956324

ios

allowed

rate_limit

false

1

DEF2025_00002577

1,766,518,356,865

62.1.84.110

clean

curl/8.1.2

2c979e0c0fbabb8a18eca618c545a46f04d4dac580ee98c3c842276b794dc837

gemini-1.5

reconnaissance

benign_query

1,303

0.363

false

3

36

5d0194bff8b1a1c08c563292b182b6d9e9748a6d6c88a0ebe0eecd88738d8d3d

windows

allowed

rate_limit

false

1

DEF2025_00002578

1,766,552,497,662

78.212.71.54

clean

PostmanRuntime/7.32

064b4c0c2c946019be26c216a0e8ff592adcb359c0bf447c1b624b8a31042fb8

grok-4

reconnaissance

benign_query

799

0.283

false

1

31

67bc843e2beff57a5ca519733265be5c50bf33d829427e8ead0a71a755e57a44

macos

allowed

rate_limit

false

1

DEF2025_00002579

1,766,556,697,198

193.19.44.175

clean

curl/8.1.2

0c59aa17e846129f241c7701d97d984cb3aa20fe908f6f0472a123d97fa590fc

gemini-1.5

discovery

data_poisoning

2,632

0.653

true

2

10

f5e03ec62d29c37dc22dbbd2cc7abfb1d0523c1332187573dd2fab1ff821804c

ios

blocked

jailbreak_detector

true

0.86

DEF2025_00002580

1,766,574,217,196

68.80.20.86

clean

curl/8.1.2

f6df0227eb6cc1dcbfab1f9e5122347740234236c08f751bc76aacf2d77ca134

grok-3

persistence

adversarial_example

1,906

0.752

true

1

23

d5e0761b3ca6a3ab49f1777f7158a506acb60cf93522f75d9e6f279dad260144

windows

blocked

rate_limit

true

0.94

DEF2025_00002581

1,766,546,556,836

87.76.158.235

clean

PostmanRuntime/7.32

bdced805c213a1dc775319dcf5447fb57db0f8b04e30b1382ffa18c01bb2aa63

grok-3

discovery

benign_query

799

0.533

false

5

12

b0257e915b9df72da70a0714a2c41c7006c0811105682363b2c006a8ee718293

linux

allowed

toxicity_classifier

false

1

DEF2025_00002582

1,766,525,136,778

60.222.254.246

clean

curl/8.1.2

00d8c8bf4685651e3a636aca6a124d0982ad1a9263bdcc9be45ec02039e1d4ce

grok-3

collection

benign_query

1,488

0.277

false

5

10

1a832a84c5d797915c9d1799227d370d5987046f47e963e0ffedf076c059c082

android

allowed

rate_limit

false

1

DEF2025_00002583

1,766,591,797,175

39.176.10.152

clean

Python-requests/2.31

5e56c7a4e88816be5a25cec79b7640109dcef3fcd0403e8b2f9d962e426e32c1

grok-3

defense_evasion

benign_query

931

0.41

false

5

34

f216734498bee1d9557d8e00852e3ecba27982b56a6982e2b9492aa0d62b847c

windows

allowed

content_filter

false

1

DEF2025_00002584

1,766,580,637,185

32.238.45.46

clean

curl/8.1.2

d5d8b96c0915d81bb67afe577b8926706b986b37ea54a35ebeabc45c34fbdd87

grok-3

credential_access

benign_query

928

0.613

false

5

15

49b7c7391bd0855e135cb96676b31e6d428c8837c15b0a648de7b69c3d6085be

ios

allowed

toxicity_classifier

false

1

DEF2025_00002585

1,766,571,637,264

150.85.19.120

clean

curl/8.1.2

5fb1d91de6950d55e68793eafbebb3c47e8faf31325654d1484a41e8060856b6

claude-3

exfiltration

benign_query

3,871

0.858

false

4

31

33bdb11ef362501042ef670cfd6f2d2ad036fc006d0230b44a3893bc489356d9

windows

allowed

jailbreak_detector

false

1

DEF2025_00002586

1,766,556,516,769

194.195.241.184

clean

PostmanRuntime/7.32

43c84fd7aaca86a08351c7a015a4cf2968e15fa75fef42ab6ad2d805cc460519

grok-4

discovery

membership_inference

1,312

0.461

true

3

18

03a91b229338cbef4537a8db6e975f4e0eed9e22b924859958cbba2a0c26919b

linux

allowed

rate_limit

true

0.95

DEF2025_00002587

1,766,563,357,252

63.211.197.108

clean

PostmanRuntime/7.32

64631541a2d1cfbae2dc3048c5a35ec155c37c042dcd8a9bc6837a33e852a4a5

grok-3

collection

model_inversion

3,288

0.375

true

4

10

3fcdc92b4efffc4752015b38cdeab54adb0c174ef6867c6ae3adc069dc027b4d

ios

allowed

content_filter

true

0.85

DEF2025_00002588

1,766,595,096,879

175.113.48.238

clean

PostmanRuntime/7.32

42339c68533c523b602a7d9112f6ddc2d45a8c39892cf6b43814f3116af6ef8a

claude-3

execution

benign_query

3,674

0.761

false

4

25

23fbe090b7c14e7c45726ac8855dd331fe287e115e7b1967ad5b5b2b8073d668

macos

allowed

content_filter

false

1

DEF2025_00002589

1,766,594,497,634

184.148.172.194

clean

curl/8.1.2

2afbb8cea851ce63d5c8b363e83e4068f5444921bc57c490e8b5cc9347e0b889

claude-3

exfiltration

benign_query

2,182

0.291

false

2

46

7e443c8233ec1c9d64fdb28a4482c641270f10c8566fc7e4a4b1d0bd5441431f

android

allowed

rate_limit

false

1

DEF2025_00002590

1,766,591,077,109

97.48.75.23

clean

Python-requests/2.31

fe6bf47293b8c500acb57a1eee9f34a7686fd934f880335c81f522f7b194f540

claude-3

discovery

benign_query

1,083

0.955

false

4

46

301b2a7cc628d00dc30c498c99d4c1fd09bf11329d059c6934bb9c73c6b980e0

ios

allowed

rate_limit

false

1

DEF2025_00002591

1,766,559,517,191

78.169.235.217

clean

curl/8.1.2

76d97b07793ad2ad6ec0ab0089b2b076f6ee954287d1384d607f04e7f9b29221

claude-3

execution

benign_query

1,096

0.989

false

4

30

8c05530462bde21303f35ab66382b17062ded010742888ecc2f03d1f82b4a640

android

allowed

rate_limit

false

1

DEF2025_00002592

1,766,551,957,389

178.219.214.15

clean

Python-requests/2.31

7505eb2cf13142319522952b19a3133361086b72536312ca220e84faefa8f0ce

gemini-1.5

credential_access

benign_query

3,684

0.573

false

1

34

9f0b995d0a4726ec208ca58dae13639c0c2d8ef912d0f00536da25cc05bba85f

android

allowed

rate_limit

false

1

DEF2025_00002593

1,766,596,597,756

56.224.142.182

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

d49f35e837dd18b0b6cbed3e471a58e3a059cc9e234f25c618ad44d4bd0457d3

grok-3

collection

membership_inference

3,973

0.601

true

23

202

026a59b3748ef8f5eb7c74ecca15f2899334c721ca93f18deebcb7c4d742c0bd

android

blocked

jailbreak_detector

true

0.96

DEF2025_00002594

1,766,565,757,488

32.74.26.52

clean

PostmanRuntime/7.32

8ee9a69dad00d625c82f8926aac74109b7602c54221e04e765e53a0d017e9793

grok-4

impact

benign_query

4,094

0.55

false

4

26

6a97cdf3abb3039b2d0dea4523b9362e9ba13bb0578fba21a8e5aaa34f0f2e00

linux

allowed

content_filter

false

1

DEF2025_00002595

1,766,602,777,483

131.58.140.135

clean

PostmanRuntime/7.32

292e5a9c52776e56458bf53878db05e5daf72426db371cdebabaf7a7f4112be1

llama-3

lateral_movement

benign_query

3,463

0.873

false

5

16

c47936106b17243fbfbf44e467b855fb4e46abacb2dc30ccf91b3cc4536a8d71

linux

allowed

rate_limit

false

1

DEF2025_00002596

1,766,560,056,862

2.210.210.4

clean

Python-requests/2.31

9899f5ee3e30f4bb817bae986395f2add1de19574c4e2caabd7ff67c478af3ca

grok-4

collection

adversarial_example

2,328

0.867

false

1

18

420a15e596e65684aa2725468fb3f11bcd1be13c4b415d608354e13ea50f5c14

ios

blocked

content_filter

true

0.87

DEF2025_00002597

1,766,531,797,138

65.139.47.138

clean

PostmanRuntime/7.32

eac2e247f438fd5779ffbefd2e716c41e26b47d89ffa1bdaf0722a17728d5f98

llama-3

exfiltration

backdoor_trigger

1,478

0.432

false

4

21

21c5685aefb516be0e85ab480bbd6582b91597caadc5d40b8a722d94b2abba91

android

allowed

toxicity_classifier

true

0.93

DEF2025_00002598

1,766,582,136,826

75.198.105.167

clean

curl/8.1.2

e88a5595fa1f55b9c77dd4f59fa21638f642b159c86c2b8898ad482662a484ba

grok-3

discovery

benign_query

2,450

0.507

false

4

33

63ad90ec9704a95f8cd62bb799a90b7c8a489700ca4908dd94feb0677f995024

android

allowed

jailbreak_detector

false

1

DEF2025_00002599

1,766,535,637,603

37.165.90.18

clean

curl/8.1.2

05661bf09b6a72cf9da6288aef5ebad04de6e877d6f00ff10b1b2e60817a6067

grok-4

execution

prompt_injection

1,360

0.188

true

1

13

e14aedb6ee9a7410888bb5a5ce265290fe64077129896b17cc071ac35d5d8c8c

ios

blocked

jailbreak_detector

true

0.97