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_00004200	1,766,541,402,901	104.240.204.7	clean	Python-requests/2.31	10fa0db8bc91891138ce09e3c832010f79e184b69a65547668e7c763a64d141e	grok-3	exfiltration	jailbreak_attempt	2,244	0.984	false	3	49	a158f969774420d032dc22900e2c0725d665f7835c960ffe49b63e943d492404	linux	blocked	jailbreak_detector	true	0.93
DEF2025_00004201	1,766,543,923,743	209.37.240.52	clean	Python-requests/2.31	04009e51430611b0faa7f2111685483ac9709e39ab6e8dcbb20b9f45b7c2dbcf	claude-3	persistence	data_poisoning	1,587	0.908	true	2	41	9737c2a4e6787e745283c5c57c6d645a5d33c9ac0d5910af99e1a05b15ce5b16	android	blocked	jailbreak_detector	true	0.87
DEF2025_00004202	1,766,523,403,317	220.128.69.101	clean	Python-requests/2.31	d4bc73a19d586834943d94c4cd98355e8c71426dbd8eaaa4fa6ce0179bd82a76	grok-3	execution	benign_query	3,370	0.976	false	3	24	765ccf007a3dfb68eda04f743557500f025e31056a33cddb50bccc7a0e884466	windows	allowed	content_filter	false	1
DEF2025_00004203	1,766,594,923,148	83.198.247.15	clean	PostmanRuntime/7.32	ab2901258966addd836a6f1bfcb6d7259c9a73870c401e210e159d37369e9d77	llama-3	collection	data_poisoning	1,658	0.526	true	2	38	2043a052834247b528aa4e2e9d8369e87998a49c6b336fdcc1fa868baa8fc634	linux	blocked	content_filter	true	0.89
DEF2025_00004204	1,766,542,483,325	15.144.88.227	clean	PostmanRuntime/7.32	841bebe9d2e86c151a119dd51ad0c8e0125aa1d0485f7668a46509a2e0f716b7	gemini-1.5	defense_evasion	benign_query	1,581	0.791	false	3	20	01faf7d44eeffbab189307fbf2a2642b56df0945757987356adb8475d837581e	windows	allowed	content_filter	false	1
DEF2025_00004205	1,766,601,823,447	11.94.4.200	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	ff3ed8371672377183ad92282470fe79e74d1900f816b97807f7891397a3cb9f	grok-3	discovery	membership_inference	2,175	0.908	true	28	258	a6ff13df970890e8a74cbcc115361afb301f264483e302d03e123a016d71f1ee	macos	blocked	jailbreak_detector	true	0.88
DEF2025_00004206	1,766,533,183,452	32.96.167.163	clean	curl/8.1.2	afc1dfc6c32bdfaa82b8af492c31cc248b8a926ffc4d0e032096d5dce516824f	grok-3	impact	benign_query	1,916	0.869	false	3	12	a1af5a7407c7de0c851b48f1c12a15220a9cb9fe28674625caf64400d31c5d7e	windows	allowed	jailbreak_detector	false	1
DEF2025_00004207	1,766,526,103,635	192.148.136.217	clean	Python-requests/2.31	5cc080be9e909eb669405fe7e291901b68d2fc8479c89dc254ddd92701039273	claude-3	credential_access	benign_query	2,815	0.41	false	1	32	4b9323807e51b7fabe7d89bdfb4d91150a37764c10abb7af00e58ff28327b3da	ios	allowed	rate_limit	false	1
DEF2025_00004208	1,766,581,423,526	210.113.95.36	clean	curl/8.1.2	c9f3b4affb601a4d673329120a714becf7c2e9fac85764cd581bc8e70bb44bd7	claude-3	collection	benign_query	3,012	0.543	false	2	22	d6cfacb45c0cb75658a1791a8fb632a45abc0fc4cfe9963d06ca83a4f5183297	android	allowed	toxicity_classifier	false	1
DEF2025_00004209	1,766,558,143,843	133.134.124.87	clean	PostmanRuntime/7.32	c6ae3c46867a9a873dcb8a509f680bdefc8f56f846e05d7eaae8c6e11a20fd4a	llama-3	exfiltration	benign_query	515	0.597	false	2	40	086f6d57f3929f836b7d4b9876444b308a4f49328e23de81c1e3f10e59843bf2	android	allowed	toxicity_classifier	false	1
DEF2025_00004210	1,766,599,063,768	115.116.68.192	clean	PostmanRuntime/7.32	f45106e1056e77cc884a8b6c98bc28092770a50c7753ab9a5fca05b27d4c7507	claude-3	initial_access	backdoor_trigger	1,094	0.735	true	4	28	e0cb0f7645ad66a741b4e0731c59f69e291a86dcd2db76d2df8a319df97b5076	ios	allowed	content_filter	true	0.86
DEF2025_00004211	1,766,583,043,058	185.239.114.61	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	cde4cdbe7444eb5c278088c325ffbf248ad21e611ce5e99d0078b6a05dddc314	grok-3	credential_access	membership_inference	1,851	0.464	true	22	392	6ce1c61953b4ab638cca36c9c82e169a9d569732727923513ab910e5b5bdf244	windows	blocked	rate_limit	true	0.92
DEF2025_00004212	1,766,530,423,856	20.175.18.29	clean	curl/8.1.2	7218a84956f92c362f4bc15aa454f93a7300a3a2dd3ed55de037523884097507	gemini-1.5	defense_evasion	benign_query	3,662	0.626	false	3	32	21ce1eac40d0138ce870a392c36d2ffb9c27003cb18ed6e548cbfdb1e7746fd5	linux	allowed	toxicity_classifier	false	1
DEF2025_00004213	1,766,568,583,728	124.27.52.152	clean	Python-requests/2.31	da034f0a1b26ae551d82971f5ab2822957dfd3a6563316a5674c7a0ac4f27eb4	grok-4	collection	jailbreak_attempt	1,508	0.317	true	2	47	7a284a3f5f9d4947d258585a3ea45bc761a7fa761efa4177b980749355b7614c	windows	blocked	jailbreak_detector	true	0.86
DEF2025_00004214	1,766,551,663,771	167.148.161.11	clean	curl/8.1.2	9d3cbfa9ad470be214ae284fbba68a3cb1a3f109e216b44190c3f13da779803b	grok-4	initial_access	adversarial_example	3,006	0.446	true	2	18	e6abff9440ad99624be251042217ab374a3ee25a793f025ccd1486f72ac570bb	android	blocked	content_filter	true	0.99
DEF2025_00004215	1,766,566,003,616	140.135.47.126	clean	Python-requests/2.31	61a6ec06a810a5189255c0b966f86ccfc908b4539d4224e86dad09e22516a33b	grok-4	lateral_movement	benign_query	1,797	0.481	false	4	44	68763d1094a16bf38a3de9da44daa73c6237cb0c7b00c40ab083000937c4addf	ios	allowed	rate_limit	false	1
DEF2025_00004216	1,766,563,783,499	166.205.45.216	clean	curl/8.1.2	7ab104ea07eab7762b0437ce8c66dd654eb33c31e9125d9adc31f9577a5f1c0b	gemini-1.5	lateral_movement	benign_query	938	0.073	false	5	26	96590cf040e1cda16653de817be989f798be7063cf5b50847c74fad9e7fa2128	windows	allowed	rate_limit	false	1
DEF2025_00004217	1,766,598,102,998	82.129.150.208	clean	Python-requests/2.31	4d38f4a9eadb3b3148cbf9f97b1951e70f579693a05673a736ab9f36e3fd59ca	llama-3	initial_access	benign_query	2,241	0.213	false	3	33	3ca24e81f99bccf904da041b54fc8c3a49697d18932df362e1e89364b359251b	macos	allowed	content_filter	false	1
DEF2025_00004218	1,766,589,463,742	21.6.123.36	clean	Python-requests/2.31	011042cc2d901bda04d68d7e4c77fa9fdcbd0d96b58d01190cb207396de45798	gemini-1.5	persistence	benign_query	1,009	0.62	false	2	44	7d5bbffde9eebfef75c039fb671bfad6d22e117e0c975450fa50c0d16af24134	windows	allowed	rate_limit	false	1
DEF2025_00004219	1,766,572,783,495	96.210.95.229	clean	PostmanRuntime/7.32	ea8d6a54472ca140a4affbe906dd317ce6f8c94f2a7db62e37f5f9fcecfc3b60	llama-3	impact	membership_inference	1,674	0.615	true	4	33	225d47e2aacd21934d3da9ff933c293ba65b47581a736fac0184042b153bfaf5	ios	allowed	content_filter	true	0.93
DEF2025_00004220	1,766,587,363,833	95.211.79.197	clean	Python-requests/2.31	165df22927e88669e4d5291dd956608a983e10246e191c9fc4a563ca55e60d9a	gemini-1.5	defense_evasion	data_poisoning	1,927	0.254	true	3	40	d123e6f005e3e9dd93313b95e9f1e941318fd790756e1715b3b54c1532ea46c3	android	blocked	content_filter	true	0.93
DEF2025_00004221	1,766,524,003,142	74.234.153.38	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	bb750bc779ce0389741e72fda005ab40ca70f3762c5a784dd9b20ad36c20bfb8	claude-3	initial_access	prompt_injection	3,629	0.765	true	22	121	44d5e5d0dd8cd3c06b202d13a1add414ff40ad42c01032699a8521bc39b295ec	android	blocked	rate_limit	true	0.92
DEF2025_00004222	1,766,546,083,294	82.110.18.189	clean	Python-requests/2.31	c473effbe5c8b93d8fb08a77dc428163a831c4b0a4d9eb3c8daa3938905752aa	grok-4	persistence	benign_query	3,450	0.2	false	4	36	89ef54aee134e977e6940257b6b47e05e207af6a4c7fafd5939049373f30c9d1	windows	allowed	content_filter	false	1
DEF2025_00004223	1,766,596,483,618	33.60.57.59	clean	Python-requests/2.31	257a02d6e21dbc9fc8836749f0d4bab39c34cc4164a6343efacf6b9a54037b4e	grok-4	reconnaissance	data_poisoning	3,059	0.356	true	5	49	dbdf0eeed7c9fde1a0ddd0ae9c93f5b51d562cd1ee8a0ee8f52d765093e47398	linux	blocked	toxicity_classifier	true	0.96
DEF2025_00004224	1,766,563,303,687	6.195.29.242	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	45f5bb9419b63244e8c8991e3fc66bbbc5b3b386156e2158a26b7b55068c141f	claude-3	lateral_movement	membership_inference	1,781	0.214	true	7	398	5af96f76f2b61ac270a9fd51a44abae67b9ffd78923d55fa8f979a0360288e89	macos	blocked	rate_limit	true	0.88
DEF2025_00004225	1,766,559,583,817	222.121.212.25	clean	PostmanRuntime/7.32	e55cd9b58c05facc598ad7c83657ab432e43222b4e18ca8a6f1910077d393c76	grok-3	impact	jailbreak_attempt	2,355	0.737	true	4	41	8ff8b3530ba2b18ca54150359251f8db8fcda6419ce950f3abe705b5fca2b969	ios	blocked	content_filter	true	0.86
DEF2025_00004226	1,766,596,663,473	193.86.212.168	clean	PostmanRuntime/7.32	dc5d6af2751d05edff78ee5f8ae7e3a90d23cb14b739088c5380cca464123bd3	gemini-1.5	lateral_movement	benign_query	3,930	0.57	false	3	15	9c0a045f1b38fb910842a660376a6b09c7eb0232995a4c6d987ccb31b4f204cb	windows	allowed	jailbreak_detector	false	1
DEF2025_00004227	1,766,543,323,522	137.111.143.189	clean	Python-requests/2.31	9230c4d70bde6507719c8d789411a51772f23c34f1d97d7cd1ed30f35cc5b9e6	claude-3	lateral_movement	model_inversion	2,318	0.06	true	5	20	3984bc3ef76128493a070f7c35e809c3e417c269e9e6dbec0cff1121b7fd5c6c	ios	blocked	content_filter	true	0.93
DEF2025_00004228	1,766,594,624,045	35.48.243.196	clean	curl/8.1.2	211f88706824981113f09d1d57eae44cbdc70c666719881b4e7dc6360351f2c3	grok-4	persistence	benign_query	3,414	0.238	false	1	22	267d5b0abee7f681f9040e1076ae2cde003d34b6f90c99caf4c1c00e8fb335f9	linux	allowed	rate_limit	false	1
DEF2025_00004229	1,766,538,403,646	179.41.169.65	clean	curl/8.1.2	ed749e90134569eb985efd0c2479d0a5f8ad51a83ca2442af0982a047ecd1d91	gemini-1.5	lateral_movement	benign_query	2,119	0.215	false	5	32	549ffb90418172d46ef98bb50fb379934ff72b817f51e61186cfdee6ed5ec87e	windows	allowed	toxicity_classifier	false	1
DEF2025_00004230	1,766,531,143,086	117.220.226.160	clean	curl/8.1.2	965bca068a592f78d977cb69b4782e245317a7030a06844b317c6fddcffb46a6	claude-3	impact	benign_query	3,628	0.23	false	1	20	f1e6dbc4c56ed4f90c084cc7d3d403ac9cb8d5d7c7e67517f33fa6aa53bddbd7	macos	allowed	jailbreak_detector	false	1
DEF2025_00004231	1,766,566,183,289	98.5.24.64	clean	PostmanRuntime/7.32	8d40d98b64a50e6f4b8f7641e3cb3ff7bc2d0fa44e8ec2e3149c7772ad472e5e	grok-3	execution	benign_query	1,044	0.485	false	5	42	d96e0a735bfe7a6cf7a5f44f4754fa487967459e6b7b1453fdc4189ba9210464	macos	allowed	content_filter	false	1
DEF2025_00004232	1,766,522,923,160	110.91.23.78	clean	PostmanRuntime/7.32	fcf41822e8368b1e82bd67fc76ec90c21791b4a2d80d8b81170561d989835a15	claude-3	persistence	jailbreak_attempt	1,928	0.007	true	5	37	a8f04898812d44900a235dd9509af6b63983e00e6b21e654e9e9c5e0aae1ba8d	macos	blocked	rate_limit	true	0.99
DEF2025_00004233	1,766,553,343,302	194.47.255.180	clean	curl/8.1.2	828f5c11bc5cca8f32343fcf3f0102f9b5b5b64c47cabd38a0ca485aafdf3eac	gemini-1.5	exfiltration	benign_query	3,054	0.955	false	4	12	755457e32178bdb7a219a44dbc80b68ef4f6eab32dc55ac865ca2e9c5a72603e	linux	allowed	toxicity_classifier	false	1
DEF2025_00004234	1,766,538,944,015	121.37.105.170	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	796c5e2b45881edfdcb6e97f09349e83c98c868102dc7134561d6087c17d829a	claude-3	execution	jailbreak_attempt	966	0.138	true	9	202	1950383d87d1cf209beddcf19215589e1ea766a3d9cabce1a2aab0db0b171aa4	macos	blocked	content_filter	true	0.87
DEF2025_00004235	1,766,553,104,070	191.115.140.211	clean	curl/8.1.2	ff53e0c8f7309b950f2293c39cc411147edbfcb98ed4734c02b809e86245ca80	gemini-1.5	persistence	backdoor_trigger	1,679	0.823	false	1	38	ccdaa4bf72f1c5f128dfb112ee2a6a40bcf4567db8422dfc1cfc0b0b47fed17d	windows	blocked	toxicity_classifier	true	0.86
DEF2025_00004236	1,766,567,383,259	220.195.20.225	clean	curl/8.1.2	ed1ac2c7f7794ca0228ae4c812e7502803423d2d91b157aead1184c5ad8c29aa	grok-3	persistence	prompt_injection	889	0.131	true	4	31	cef4deab304fa519e45d3d511ae7c02bcf15733f5c994bc55f960857ffbfb623	windows	allowed	jailbreak_detector	true	0.97
DEF2025_00004237	1,766,538,943,518	148.18.75.162	clean	PostmanRuntime/7.32	d637cf844fcf606140c2b4dd30f53001644342f7658885293c3f1d0b8c2ebeb8	grok-4	impact	jailbreak_attempt	1,492	0.27	true	1	22	481978b81cc082741cdbcd9da101840a5aa7baf80228705c2034e333ab8900af	macos	blocked	toxicity_classifier	true	0.92
DEF2025_00004238	1,766,571,823,482	131.145.39.103	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	9fdf988cf0857d8478e032df8eba40063b9ebb5e89bf184367dccdab4b888b6c	claude-3	persistence	adversarial_example	2,222	0.304	true	12	115	93fdc806d96a33e7e90b934c8241a6a7832ab03a3b331dacb59388512f1198b2	linux	blocked	toxicity_classifier	true	0.94
DEF2025_00004239	1,766,556,223,198	102.19.6.211	clean	Python-requests/2.31	cc5992346833130d7f6afb600b2f8cd1e6bd4336a2a8f1abb0df5f316b8eb570	llama-3	credential_access	benign_query	527	0.688	false	1	17	0d884c6463ed7fc5a64adbe67bb49b4ac4af7601c4bfe80d79856d0b9cbb9b9a	macos	allowed	jailbreak_detector	false	1
DEF2025_00004240	1,766,565,163,937	6.228.145.169	clean	curl/8.1.2	ef0a9170adbc0de48030b7a7650014596ceaf094b1cb5beb153eb0f37b32f314	gemini-1.5	defense_evasion	benign_query	2,785	0.546	false	4	39	77b7edd4d76b79a91c8952d001c2b15c5f0abe64779c78c00e21dc32aa9dbe8a	windows	allowed	content_filter	false	1
DEF2025_00004241	1,766,587,843,290	27.193.130.236	clean	curl/8.1.2	17d993055fde02edf3defe548c8a7032816d87e2d77d00334356f7011f088370	llama-3	initial_access	benign_query	977	0.437	false	2	16	c3494a9678c5336b387e97d6656d8bcc0f218d7710eddfb45b56a295be68ac2b	linux	allowed	content_filter	false	1
DEF2025_00004242	1,766,552,023,908	202.19.61.77	clean	Python-requests/2.31	4aa1df23e10193ec29c4349a0c0374063538398b781e3e7179e12e26896acd3a	grok-4	impact	benign_query	1,947	0.236	false	2	47	ebd81608391ef5587a89161951792345fa0e2c56831e680a96be47cb4ed0d5c7	linux	allowed	rate_limit	false	1
DEF2025_00004243	1,766,563,363,264	109.129.11.17	clean	curl/8.1.2	7249826536d5f8cecc746eceee6797d5a3f08ea8029a2428af285059caa24e1c	gemini-1.5	reconnaissance	benign_query	3,715	0.952	false	1	33	8b696f030bd66527b53088492f1250d1cae6849a3baca46c3528a61e319b3494	windows	allowed	content_filter	false	1
DEF2025_00004244	1,766,519,983,354	202.233.158.197	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	d37c92906bdcf6e2b86fec10f2382cc6c9eaa643d6a21fac62d6419e4da895a5	claude-3	impact	adversarial_example	2,612	0.02	true	14	394	a32177587d815e73c45bcebffa9c686e1dc17dbf57f4c730e66a81a301469ee4	ios	blocked	rate_limit	true	0.89
DEF2025_00004245	1,766,556,883,724	205.1.38.143	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	be0091cb9f819d7f44525e19224eaa86ef02c89411ace8a67f6fd2a529495949	llama-3	reconnaissance	prompt_injection	3,073	0.179	true	27	91	27e4cdf6654884ecd89fe2219bc8409c8baa2c56935ed7a54a64cd08478cbb01	macos	blocked	rate_limit	true	0.86
DEF2025_00004246	1,766,582,503,681	174.53.127.61	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	84760d69cbde6a39e3acfc8a0780eebb132eb0edf704cf8066600a8c77473cbf	claude-3	collection	data_poisoning	4,023	0.661	true	17	222	c3af255da9bfccb905805734bbe87a770ca3cfc2d0fe5a6d6e94df263a8d575c	windows	blocked	toxicity_classifier	true	0.88
DEF2025_00004247	1,766,599,183,720	209.133.151.47	clean	Python-requests/2.31	29adad4332e35fc3d9eb7a6bb51aaa7b4d7b0d6fcdca49ded457196ee332f411	claude-3	lateral_movement	benign_query	3,914	0.667	false	3	33	1c0b8de4fc52883622b6c21912a71ffefc04c21f1c6c4a4a687bc199b512b74c	android	allowed	toxicity_classifier	false	1
DEF2025_00004248	1,766,561,203,897	95.243.107.166	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	651035d66e099f14011e30d0b8d50a89fb6007a76c33065488e33e2ef6b24202	claude-3	exfiltration	backdoor_trigger	1,338	0.043	false	22	131	18cadbdb87d1b12e83d8a06b049fb6475ef5f558d5aae789f91a80b95074c7ca	macos	blocked	rate_limit	true	0.93
DEF2025_00004249	1,766,530,003,878	114.213.140.196	clean	curl/8.1.2	3a9ea18378edbb5f9e8d8df9a9703d7194ecd085b53c350ca6bb99a4e8309eaa	grok-4	discovery	prompt_injection	3,124	0.455	true	1	22	12b849193f3461c137a7d49c3f7afb67a0fcd192c950a2dd1baec6a5309d7225	linux	blocked	toxicity_classifier	true	0.88
DEF2025_00004250	1,766,555,263,442	61.179.252.33	clean	PostmanRuntime/7.32	eb131e14d4dc26ccc5d2e5406dd50c66efd968d1923a4e4efeb3bbe23e1bb3be	grok-4	persistence	benign_query	2,870	0.649	false	5	48	099019c7e4a4c59714383538be901519a05e926d33f15f24b652b02ba943aa17	android	allowed	toxicity_classifier	false	1
DEF2025_00004251	1,766,583,104,002	209.99.17.151	clean	curl/8.1.2	8ed2547c2ed6ae25004096cd50a7afeae69c4c464c676dbb9e358d546f0e0eb7	llama-3	defense_evasion	benign_query	706	0.512	false	2	16	72b4341a833273c9d749448d1e824201d6f02e5f7e2cdc1bfb7dae8b22e81fba	android	allowed	rate_limit	false	1
DEF2025_00004252	1,766,558,983,928	195.197.230.72	clean	curl/8.1.2	3e30e1e294d0895acd031cfad0985a6fb451bd9f7044cd1ab1af5a823511fd2c	grok-3	credential_access	benign_query	2,333	0.92	false	5	37	7126cac16f2c565c58e898a7d62bc85c9c337a57fbbe26e0bda6d8788fd53877	ios	allowed	jailbreak_detector	false	1
DEF2025_00004253	1,766,562,404,026	119.173.235.183	clean	curl/8.1.2	209e61b4ec2c708897ce15b0361faed52598904034c90f6a36c7dffc610e3d11	grok-4	lateral_movement	benign_query	1,055	0.248	false	4	46	dc50447d4f2ac9ae52b9e36f82bac13b487541b6fd4f064b00aedc81a15cb9fb	windows	allowed	content_filter	false	1
DEF2025_00004254	1,766,578,664,181	191.208.174.183	clean	Python-requests/2.31	c7c247c20440a908120aa0e2cc515c961e27878a74247865c549804b0655f141	llama-3	impact	benign_query	3,775	0.193	false	1	35	ae9fdbaa90e49ed2c4fea616c58ce164d53d840c71f5f599d9a0204c7ec372c3	linux	allowed	content_filter	false	1
DEF2025_00004255	1,766,537,383,593	136.254.41.216	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	5eb5aa38f23a00cd93cdfdc2e679573b5a53031f5be68e692b6f422a00a19fc4	grok-4	collection	membership_inference	4,033	0.953	false	12	164	394e06072a40f03d7ae731e8560db2c5bbe9847678f96ea1ed64a46aaee8f3f4	macos	blocked	toxicity_classifier	true	0.91
DEF2025_00004256	1,766,529,343,719	196.154.97.201	clean	PostmanRuntime/7.32	d12a511bbaf7a242d87bc75712311e6e3504ced102b266fd91767d4fc45b4729	claude-3	credential_access	benign_query	2,268	0.284	false	3	16	74dbb1f29c1003111defa60928bdd35bc817e7e042e455a1744e1a24ce33e22b	android	allowed	content_filter	false	1
DEF2025_00004257	1,766,570,983,649	200.58.28.252	clean	PostmanRuntime/7.32	a21ff231c3f0b143097a28ee93f286983323feb55469beacaf6235b13839f130	grok-4	initial_access	data_poisoning	1,674	0.405	true	4	46	9cd5484b19f60efecd2bbc1ee296ea55982431c91cf4eb09885e07c1d61f0d34	linux	blocked	content_filter	true	0.97
DEF2025_00004258	1,766,586,044,219	198.250.97.167	clean	PostmanRuntime/7.32	a13b6a5e2ea4e967ba8c6f0f4b6ce127da9c3d877925ed86e3b23e020d14b732	gemini-1.5	defense_evasion	benign_query	3,568	0.88	false	1	27	2c085daafedc49cab8a5a7f2aea86da5d9efe37eb37ab97b8f5cede8de71e585	macos	allowed	toxicity_classifier	false	1
DEF2025_00004259	1,766,577,583,462	75.73.159.197	clean	curl/8.1.2	cd7631a425dccced854ba0071a710a482bdf1ec46f4e1bf5e2107a4e641fbeea	llama-3	persistence	prompt_injection	952	0.985	true	3	49	c90c223aa223c620831424b8c4669e4b4a1a8e7e4fad09f8f9f0fc62910d50ee	macos	blocked	toxicity_classifier	true	0.94
DEF2025_00004260	1,766,544,823,851	187.249.132.152	clean	Python-requests/2.31	d074d4bacbdde840569bf437d2d111dc327155a44fecf504b25a77a992cc103c	claude-3	persistence	benign_query	1,983	0.13	false	2	22	77dd14c657a922a794e53e53a97b152c7792027f9d5e38fb087fc9c61c00a5e8	android	allowed	rate_limit	false	1
DEF2025_00004261	1,766,588,143,855	173.195.178.75	clean	curl/8.1.2	6e2c8bded2fe9472131586777b18fc249526f493350201dbdd3c21bbade57220	grok-3	reconnaissance	benign_query	769	0.2	false	1	50	afbde9b91877f9548d17f1aefd8633a80ba1c2439a3f2790fafde6c713f3a52a	android	allowed	jailbreak_detector	false	1
DEF2025_00004262	1,766,547,163,955	27.47.178.159	clean	PostmanRuntime/7.32	6738d1cf713f2928264ad723a7e41af1135652e78fe3dbc26b01c016f8ff4ebd	gemini-1.5	execution	benign_query	3,449	0.56	false	3	14	246552ccc042f59e1182d7f4efc3cacb88cabd11687f20e3c11e392313682108	linux	allowed	rate_limit	false	1
DEF2025_00004263	1,766,566,003,785	193.23.70.104	clean	curl/8.1.2	a0c67407f88a7fcb06be259a1a813b795abefbb331ff189b05ed2384ecf3e9f7	claude-3	defense_evasion	benign_query	1,215	0.271	false	1	18	8289ca25a651be1f92f7f30b0d094ada0b1c0333f891c7a7de347e03fc0a786a	android	allowed	jailbreak_detector	false	1
DEF2025_00004264	1,766,601,043,406	212.140.150.118	clean	curl/8.1.2	1644c9673baf72b67dc6e6ae8e15d6cdf6d61b2f845c047ef81229f4c6b828fe	llama-3	persistence	membership_inference	3,280	0.828	true	1	36	7ba551a8a42272eabe9d921a80485c7ea505feb4f45bc08f48dfb52b1fb75793	linux	blocked	jailbreak_detector	true	0.85
DEF2025_00004265	1,766,565,704,268	4.193.181.50	clean	curl/8.1.2	a2b77373b1cd6990bbba7810ad05002048f08983a3636ace891c5564b804eab8	llama-3	initial_access	benign_query	2,811	0.723	false	4	18	97e3829ec34f1afd524aef77f26598969d6f2a27878006f902d53aae0c534bc3	windows	allowed	content_filter	false	1
DEF2025_00004266	1,766,560,783,590	87.150.127.132	clean	Python-requests/2.31	46b2ca34ce5a1de482606b3a3e9d7eb723505b9b204abd01bf0ce6442ea4ec90	grok-4	discovery	membership_inference	862	0.874	false	5	24	af8e8db31189f95a5187940e9260f89764337c920e4346ce9f3c618249d43a40	ios	blocked	content_filter	true	0.96
DEF2025_00004267	1,766,585,203,939	158.164.205.101	clean	curl/8.1.2	f7444700d2f5372049b155d9926ae088897d880fdb6f9a62dd2b9a4b2e856b9b	grok-3	lateral_movement	benign_query	1,711	0.305	false	2	44	79a04ed49fe3e9e3707f9c3d2e6542ddc82f8a2330878dc551a4677e206c5f5c	linux	allowed	toxicity_classifier	false	1
DEF2025_00004268	1,766,578,903,897	24.1.169.30	clean	PostmanRuntime/7.32	fcab7065eb8648d030709830769f60895f3cc4ef10d8dfa44d70e40a24cbd352	gemini-1.5	execution	benign_query	1,272	0.284	false	4	35	6fb251289c7295a9d1d1ca3096d4c0ed8f9dbbe04e5a4bab96943c209840fa35	linux	allowed	rate_limit	false	1
DEF2025_00004269	1,766,575,243,848	203.121.218.147	clean	PostmanRuntime/7.32	5ab6811c3e362ca8b01ac6d9d2fc16edda744a616566d75b8e537283f4216699	grok-4	persistence	benign_query	1,910	0.909	false	3	29	52e082bbf719213e373ab8f2a4543ce6dde856381626ce0b83425118b9905767	windows	allowed	toxicity_classifier	false	1
DEF2025_00004270	1,766,562,223,406	32.109.142.247	clean	PostmanRuntime/7.32	dbbe78ad172215b402b18b8e9f7b1aa08a489e9efcc91525da8dc8154d845aaf	claude-3	defense_evasion	benign_query	3,694	0.218	false	1	16	a14e9cb09c33ad0148ad38fc895836fc9242ca4ad1c971c8feb46090e19170d4	android	allowed	content_filter	false	1
DEF2025_00004271	1,766,556,644,270	32.234.59.254	clean	PostmanRuntime/7.32	8b004dcf99709f7538cca637bc3b899db7a1fd11209bfb5deab97575f133abf1	claude-3	initial_access	benign_query	1,548	0.247	false	4	28	6e40e84cea2e11a880137e58d8c130f36e175b734eff7a6c145045a56d6c058e	android	allowed	rate_limit	false	1
DEF2025_00004272	1,766,524,063,547	159.204.87.68	clean	curl/8.1.2	03be47be2f063d171d6247dde45de1c1d7906b2f8d9a4b5f09d41a36a451ec86	llama-3	discovery	benign_query	1,815	0.27	false	4	41	2e41ccf17974df61ee2ff8746d9033037d8e05ee99e294bfbc814c3f635be358	linux	allowed	jailbreak_detector	false	1
DEF2025_00004273	1,766,520,403,788	41.149.20.43	clean	PostmanRuntime/7.32	0cc7f9ca7a505f8af6bd88718ad0acedbe5dbfa7aeee8c4a3a6bf9b6c9aa5a06	grok-3	defense_evasion	benign_query	3,967	0.292	false	5	11	bd85a601ea4711c7ec2b5230df416d01afdbb901c8ed7b18693a2ef7ff0579c7	windows	allowed	toxicity_classifier	false	1
DEF2025_00004274	1,766,583,763,520	119.20.254.19	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	5e27375773d588a6fd4ff0b84fe5249fcce20de632df4644088815f3374fc01f	llama-3	exfiltration	membership_inference	3,325	0.312	true	26	150	f7533378fcfda6fbdb01965c099fb351e88a034e5425fdd84431ace0b3c09f62	windows	blocked	jailbreak_detector	true	0.86
DEF2025_00004275	1,766,545,423,563	48.210.182.137	clean	PostmanRuntime/7.32	d018fc18608c637d38fa5b4dfe4679b014b124e6097d76c30890e039e35eb9f8	gemini-1.5	lateral_movement	benign_query	3,187	0.297	false	3	32	5896a7a66c2c97e79fac2c9d42f6184b2120059a18ecd05a2930826c07fea554	macos	allowed	rate_limit	false	1
DEF2025_00004276	1,766,547,944,179	11.172.67.240	clean	Python-requests/2.31	3c98b53046f015cb16d3adcd6fce9b8613a7d5278d5637754a9fc551daa77391	grok-4	reconnaissance	backdoor_trigger	2,205	0.697	true	3	12	07dfa2f5d83c2cc0d2f8719bf0aafd057a0c9cd1a422baa269b07009667332fa	android	blocked	content_filter	true	0.96
DEF2025_00004277	1,766,555,203,653	140.158.48.138	clean	PostmanRuntime/7.32	705827227f61e99ca614beee2557776d40ec4fe77adab0ec35f322a02e281b69	grok-3	discovery	benign_query	3,661	0.982	false	2	21	3b8ca6e436abffdf1d90b9948f067455b235f17f258ab0eb76e2ffdec1734791	android	allowed	jailbreak_detector	false	1
DEF2025_00004278	1,766,597,624,353	47.183.160.40	clean	Python-requests/2.31	13662b163f25b16eeebdb8b7d96f0013b4ed697afbff78be0fb65def98c387ec	claude-3	exfiltration	benign_query	2,068	0.538	false	4	14	f625ba7e2f1676a0bcef042d8c3d1125d97d596dd6921c8dbf90afab693f2583	linux	allowed	content_filter	false	1
DEF2025_00004279	1,766,538,943,833	93.11.62.65	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	2594e8a3b6bc2cafefdbbffba0c084be18cf2d2b6846a20cf811c274b88037d5	gemini-1.5	initial_access	model_inversion	2,967	0.262	false	15	64	b45146bfff693ba9d1f70c32d944562995df9b8e10f83fe8bf1d7d65edd87755	windows	blocked	toxicity_classifier	true	0.93
DEF2025_00004280	1,766,600,383,870	170.212.74.47	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	caf1d059255376a75948367fdc710fe84767abcc793753631e79dd7bf9841dd7	gemini-1.5	lateral_movement	adversarial_example	2,528	0.177	true	30	126	823f2b4487bc9a8c393adc7517008b299510339b773c3742d9bcafdb40ce2ab8	linux	blocked	jailbreak_detector	true	0.97
DEF2025_00004281	1,766,563,604,352	170.167.198.80	clean	Python-requests/2.31	a23ce3990fd50486174a41bd46ed3994366b2ed407001e2cb4792185a431b24e	grok-4	reconnaissance	membership_inference	2,789	0.335	true	5	26	cde01edbf237a33116fd4649aae7f2fbf2c6046aa5211f4dbdf8c017744fd669	windows	allowed	rate_limit	true	0.99
DEF2025_00004282	1,766,528,204,338	144.208.129.197	clean	Python-requests/2.31	62a81557582ea85e2d1ba40a77dc678820eed32576b9a2a1acb72b22d624f71d	claude-3	lateral_movement	jailbreak_attempt	3,172	0.081	true	5	43	94077ee1489f7372276c2edbaf675be88ea3d4aabf2bfdc04575cf44e6eb8e58	linux	blocked	toxicity_classifier	true	0.89
DEF2025_00004283	1,766,556,163,507	104.16.98.243	clean	Python-requests/2.31	1121f23d92b806614bcdb447288b730d9263dfabe66bd218a2141c4d804cb475	grok-3	initial_access	benign_query	2,081	0.993	false	3	14	2d2223f9d7d2d67958656507de1d9270a551318006550428c7242d5672aeef69	android	allowed	content_filter	false	1
DEF2025_00004284	1,766,602,784,351	46.196.156.146	clean	curl/8.1.2	6ee3615edb413a869c9d13a71d531a6ca3f2565e41ceb3c9cd198b7aee4cf2d4	llama-3	lateral_movement	benign_query	2,813	0.352	false	2	37	b06a877261188b06ce7d21da2b360bd1b1dcb4b8b627c208bb8e7103c2940324	android	allowed	rate_limit	false	1
DEF2025_00004285	1,766,589,463,992	170.177.129.77	clean	curl/8.1.2	22f3611a023e673989577a06cc615a0044aa1fe6a3805087c9e15b2cf4ffb177	claude-3	reconnaissance	benign_query	3,497	0.212	false	2	29	6bbc7191d23ffb2971739aa55d7ce04cbbaa42801d8c142367d39b1369c0c02e	macos	allowed	rate_limit	false	1
DEF2025_00004286	1,766,522,983,709	145.186.177.139	clean	curl/8.1.2	7d0e014b542ab9b6cf183dd59e7c72fd801e512d21734989be592ad42bbefae3	grok-3	persistence	membership_inference	2,520	0.411	true	4	43	1f512a6fb2dbd3a25cb5598493c072cf373455676f7216f96f02407da65ffd4d	windows	blocked	jailbreak_detector	true	0.97
DEF2025_00004287	1,766,540,683,871	194.11.75.77	clean	curl/8.1.2	9ff35e06fb0ce730d44a99ead72d7105dd8b274632dca77da96cd92b53fa10f9	grok-3	initial_access	adversarial_example	3,859	0.602	false	4	13	d66d9e37b7f9600f3277e02f628c59c510fda43c80410a25a7ed237b4ac29570	macos	blocked	jailbreak_detector	true	0.88
DEF2025_00004288	1,766,567,084,171	220.66.26.191	clean	PostmanRuntime/7.32	cec17eaad8cbf8dbdb6b21a912197bb240b5b46936944677018f7edc100619d0	llama-3	initial_access	benign_query	3,274	0.384	false	4	23	d26b1a12f2126e76a5820918fcdb6e18b038a92f12ba15b9089b2a3e1f723e69	linux	allowed	toxicity_classifier	false	1
DEF2025_00004289	1,766,597,864,281	137.252.119.55	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	16e918813fb59f77d04c5889401df4a7d587cc997ab8f1a49783fbbd5ca479ee	grok-4	credential_access	membership_inference	4,092	0.885	true	13	174	ae11116a73c47b9fb21dd668ad399f8ab9191884a070e5e93cdb152fec18b409	android	allowed	toxicity_classifier	true	0.95
DEF2025_00004290	1,766,571,284,272	188.159.36.134	clean	PostmanRuntime/7.32	d99556ec995f84b8515bc03d5c10ed564eddff14e867365bfea375001643d697	grok-3	initial_access	benign_query	3,766	0.023	false	3	31	3994193211b99ee0303f34d6ce7660951232245f7f93f8c6cb8aa8cef7dde6d7	linux	allowed	rate_limit	false	1
DEF2025_00004291	1,766,598,524,370	52.186.30.3	clean	curl/8.1.2	9a7ffc049a8e8af8e1de567386d7164fcddb479e4ce9832833d25bbd2eee604d	grok-3	discovery	model_inversion	3,563	0.617	true	4	46	5aaed0ae2cd04487b27c981036a4a85bd335b36c773a6d40be6b967f747509cf	windows	blocked	rate_limit	true	0.92
DEF2025_00004292	1,766,545,963,666	201.84.129.145	clean	Python-requests/2.31	1bcaaa650637e9466d5277e49d8d0d368bc16b6909dceb4796dda09f0acd594f	grok-3	credential_access	model_inversion	2,778	0.527	false	3	25	3abfff6b4960fe83d0e8f99da0721dc94a336c3a96575809a3ebf974bfe8f39b	macos	blocked	rate_limit	true	0.9
DEF2025_00004293	1,766,537,024,127	210.159.97.178	clean	Python-requests/2.31	0bc7c3170d1464270ed82f55703302443267e00c3fa7cb4dd8d7b7b822ac8278	gemini-1.5	discovery	benign_query	981	0.97	false	3	24	5fd227cfe98c3dc97deb5a3bfe801c77e01b7f9c1f422f551d2086b62fcd9d2e	android	allowed	rate_limit	false	1
DEF2025_00004294	1,766,518,604,007	34.230.223.93	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	03bdf9f40d0b4fe5269046b27eee5d861364bbeccb3404b774525310544ccef2	grok-3	impact	jailbreak_attempt	2,524	0.231	true	19	89	f6385442a523ca1435459e9dad2fa3ada7dc9d06f667e3548c47942c5a221665	linux	blocked	toxicity_classifier	true	0.92
DEF2025_00004295	1,766,593,724,023	80.199.169.159	clean	PostmanRuntime/7.32	2de13f67fd39d0633c348aee45a990d0c46cefd8a6921362f835a23d4ffb5a8d	llama-3	impact	benign_query	2,449	0.796	false	1	16	38232e2dc2fb1e3b6575f9ca11ceaf32ee2a81af3be0c2b0db11de578f343dd0	windows	allowed	toxicity_classifier	false	1
DEF2025_00004296	1,766,598,284,377	207.116.23.236	clean	curl/8.1.2	b0762b476d67a2c77a25f08ddf828b1627a2e3f49168b03cab59c873d265ed01	claude-3	execution	benign_query	3,005	0.508	false	5	27	8a38e5327caa1d0de7c86ef368257c7ee99b55d363045f2ad00eeccf8a592370	linux	allowed	toxicity_classifier	false	1
DEF2025_00004297	1,766,532,643,958	83.190.7.132	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	c65e93b57b7ba43d206f8746144f137f24eff1316ec18353b1be373f082e5dfa	gemini-1.5	lateral_movement	data_poisoning	2,725	0.129	true	23	86	28d786a1bebd1725d7d41ef2e97e51fda7ec218b18e8f647c727fbfd8ebfe111	macos	blocked	rate_limit	true	0.88
DEF2025_00004298	1,766,573,983,709	143.204.38.43	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	9249977e8de28d696bae6252705934c013fe7b64a3bcc9162178a48010bfd520	llama-3	impact	model_inversion	3,364	0.965	true	23	362	70081edb833949e8fc176e99042702b391818b00221c92c3cad4fe63871c1ff7	android	blocked	content_filter	true	0.9
DEF2025_00004299	1,766,597,684,039	45.58.88.198	clean	curl/8.1.2	8686ffd9db224c11669407c5cb16d31e79e0b280313c81e52d0731a6e9b6ab5d	grok-3	initial_access	benign_query	1,467	0.376	false	4	21	cd3f51c7bb92be2dc2199e4ff357f8e86004b380016ace67e9648987424c389b	android	allowed	content_filter	false	1

DEF2025_00004200

1,766,541,402,901

104.240.204.7

clean

Python-requests/2.31

10fa0db8bc91891138ce09e3c832010f79e184b69a65547668e7c763a64d141e

grok-3

exfiltration

jailbreak_attempt

2,244

0.984

false

3

49

a158f969774420d032dc22900e2c0725d665f7835c960ffe49b63e943d492404

linux

blocked

jailbreak_detector

true

0.93

DEF2025_00004201

1,766,543,923,743

209.37.240.52

clean

Python-requests/2.31

04009e51430611b0faa7f2111685483ac9709e39ab6e8dcbb20b9f45b7c2dbcf

claude-3

persistence

data_poisoning

1,587

0.908

true

2

41

9737c2a4e6787e745283c5c57c6d645a5d33c9ac0d5910af99e1a05b15ce5b16

android

blocked

jailbreak_detector

true

0.87

DEF2025_00004202

1,766,523,403,317

220.128.69.101

clean

Python-requests/2.31

d4bc73a19d586834943d94c4cd98355e8c71426dbd8eaaa4fa6ce0179bd82a76

grok-3

execution

benign_query

3,370

0.976

false

3

24

765ccf007a3dfb68eda04f743557500f025e31056a33cddb50bccc7a0e884466

windows

allowed

content_filter

false

1

DEF2025_00004203

1,766,594,923,148

83.198.247.15

clean

PostmanRuntime/7.32

ab2901258966addd836a6f1bfcb6d7259c9a73870c401e210e159d37369e9d77

llama-3

collection

data_poisoning

1,658

0.526

true

2

38

2043a052834247b528aa4e2e9d8369e87998a49c6b336fdcc1fa868baa8fc634

linux

blocked

content_filter

true

0.89

DEF2025_00004204

1,766,542,483,325

15.144.88.227

clean

PostmanRuntime/7.32

841bebe9d2e86c151a119dd51ad0c8e0125aa1d0485f7668a46509a2e0f716b7

gemini-1.5

defense_evasion

benign_query

1,581

0.791

false

3

20

01faf7d44eeffbab189307fbf2a2642b56df0945757987356adb8475d837581e

windows

allowed

content_filter

false

1

DEF2025_00004205

1,766,601,823,447

11.94.4.200

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

ff3ed8371672377183ad92282470fe79e74d1900f816b97807f7891397a3cb9f

grok-3

discovery

membership_inference

2,175

0.908

true

28

258

a6ff13df970890e8a74cbcc115361afb301f264483e302d03e123a016d71f1ee

macos

blocked

jailbreak_detector

true

0.88

DEF2025_00004206

1,766,533,183,452

32.96.167.163

clean

curl/8.1.2

afc1dfc6c32bdfaa82b8af492c31cc248b8a926ffc4d0e032096d5dce516824f

grok-3

impact

benign_query

1,916

0.869

false

3

12

a1af5a7407c7de0c851b48f1c12a15220a9cb9fe28674625caf64400d31c5d7e

windows

allowed

jailbreak_detector

false

1

DEF2025_00004207

1,766,526,103,635

192.148.136.217

clean

Python-requests/2.31

5cc080be9e909eb669405fe7e291901b68d2fc8479c89dc254ddd92701039273

claude-3

credential_access

benign_query

2,815

0.41

false

1

32

4b9323807e51b7fabe7d89bdfb4d91150a37764c10abb7af00e58ff28327b3da

ios

allowed

rate_limit

false

1

DEF2025_00004208

1,766,581,423,526

210.113.95.36

clean

curl/8.1.2

c9f3b4affb601a4d673329120a714becf7c2e9fac85764cd581bc8e70bb44bd7

claude-3

collection

benign_query

3,012

0.543

false

2

22

d6cfacb45c0cb75658a1791a8fb632a45abc0fc4cfe9963d06ca83a4f5183297

android

allowed

toxicity_classifier

false

1

DEF2025_00004209

1,766,558,143,843

133.134.124.87

clean

PostmanRuntime/7.32

c6ae3c46867a9a873dcb8a509f680bdefc8f56f846e05d7eaae8c6e11a20fd4a

llama-3

exfiltration

benign_query

515

0.597

false

2

40

086f6d57f3929f836b7d4b9876444b308a4f49328e23de81c1e3f10e59843bf2

android

allowed

toxicity_classifier

false

1

DEF2025_00004210

1,766,599,063,768

115.116.68.192

clean

PostmanRuntime/7.32

f45106e1056e77cc884a8b6c98bc28092770a50c7753ab9a5fca05b27d4c7507

claude-3

initial_access

backdoor_trigger

1,094

0.735

true

4

28

e0cb0f7645ad66a741b4e0731c59f69e291a86dcd2db76d2df8a319df97b5076

ios

allowed

content_filter

true

0.86

DEF2025_00004211

1,766,583,043,058

185.239.114.61

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

cde4cdbe7444eb5c278088c325ffbf248ad21e611ce5e99d0078b6a05dddc314

grok-3

credential_access

membership_inference

1,851

0.464

true

22

392

6ce1c61953b4ab638cca36c9c82e169a9d569732727923513ab910e5b5bdf244

windows

blocked

rate_limit

true

0.92

DEF2025_00004212

1,766,530,423,856

20.175.18.29

clean

curl/8.1.2

7218a84956f92c362f4bc15aa454f93a7300a3a2dd3ed55de037523884097507

gemini-1.5

defense_evasion

benign_query

3,662

0.626

false

3

32

21ce1eac40d0138ce870a392c36d2ffb9c27003cb18ed6e548cbfdb1e7746fd5

linux

allowed

toxicity_classifier

false

1

DEF2025_00004213

1,766,568,583,728

124.27.52.152

clean

Python-requests/2.31

da034f0a1b26ae551d82971f5ab2822957dfd3a6563316a5674c7a0ac4f27eb4

grok-4

collection

jailbreak_attempt

1,508

0.317

true

2

47

7a284a3f5f9d4947d258585a3ea45bc761a7fa761efa4177b980749355b7614c

windows

blocked

jailbreak_detector

true

0.86

DEF2025_00004214

1,766,551,663,771

167.148.161.11

clean

curl/8.1.2

9d3cbfa9ad470be214ae284fbba68a3cb1a3f109e216b44190c3f13da779803b

grok-4

initial_access

adversarial_example

3,006

0.446

true

2

18

e6abff9440ad99624be251042217ab374a3ee25a793f025ccd1486f72ac570bb

android

blocked

content_filter

true

0.99

DEF2025_00004215

1,766,566,003,616

140.135.47.126

clean

Python-requests/2.31

61a6ec06a810a5189255c0b966f86ccfc908b4539d4224e86dad09e22516a33b

grok-4

lateral_movement

benign_query

1,797

0.481

false

4

44

68763d1094a16bf38a3de9da44daa73c6237cb0c7b00c40ab083000937c4addf

ios

allowed

rate_limit

false

1

DEF2025_00004216

1,766,563,783,499

166.205.45.216

clean

curl/8.1.2

7ab104ea07eab7762b0437ce8c66dd654eb33c31e9125d9adc31f9577a5f1c0b

gemini-1.5

lateral_movement

benign_query

938

0.073

false

5

26

96590cf040e1cda16653de817be989f798be7063cf5b50847c74fad9e7fa2128

windows

allowed

rate_limit

false

1

DEF2025_00004217

1,766,598,102,998

82.129.150.208

clean

Python-requests/2.31

4d38f4a9eadb3b3148cbf9f97b1951e70f579693a05673a736ab9f36e3fd59ca

llama-3

initial_access

benign_query

2,241

0.213

false

3

33

3ca24e81f99bccf904da041b54fc8c3a49697d18932df362e1e89364b359251b

macos

allowed

content_filter

false

1

DEF2025_00004218

1,766,589,463,742

21.6.123.36

clean

Python-requests/2.31

011042cc2d901bda04d68d7e4c77fa9fdcbd0d96b58d01190cb207396de45798

gemini-1.5

persistence

benign_query

1,009

0.62

false

2

44

7d5bbffde9eebfef75c039fb671bfad6d22e117e0c975450fa50c0d16af24134

windows

allowed

rate_limit

false

1

DEF2025_00004219

1,766,572,783,495

96.210.95.229

clean

PostmanRuntime/7.32

ea8d6a54472ca140a4affbe906dd317ce6f8c94f2a7db62e37f5f9fcecfc3b60

llama-3

impact

membership_inference

1,674

0.615

true

4

33

225d47e2aacd21934d3da9ff933c293ba65b47581a736fac0184042b153bfaf5

ios

allowed

content_filter

true

0.93

DEF2025_00004220

1,766,587,363,833

95.211.79.197

clean

Python-requests/2.31

165df22927e88669e4d5291dd956608a983e10246e191c9fc4a563ca55e60d9a

gemini-1.5

defense_evasion

data_poisoning

1,927

0.254

true

3

40

d123e6f005e3e9dd93313b95e9f1e941318fd790756e1715b3b54c1532ea46c3

android

blocked

content_filter

true

0.93

DEF2025_00004221

1,766,524,003,142

74.234.153.38

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

bb750bc779ce0389741e72fda005ab40ca70f3762c5a784dd9b20ad36c20bfb8

claude-3

initial_access

prompt_injection

3,629

0.765

true

22

121

44d5e5d0dd8cd3c06b202d13a1add414ff40ad42c01032699a8521bc39b295ec

android

blocked

rate_limit

true

0.92

DEF2025_00004222

1,766,546,083,294

82.110.18.189

clean

Python-requests/2.31

c473effbe5c8b93d8fb08a77dc428163a831c4b0a4d9eb3c8daa3938905752aa

grok-4

persistence

benign_query

3,450

0.2

false

4

36

89ef54aee134e977e6940257b6b47e05e207af6a4c7fafd5939049373f30c9d1

windows

allowed

content_filter

false

1

DEF2025_00004223

1,766,596,483,618

33.60.57.59

clean

Python-requests/2.31

257a02d6e21dbc9fc8836749f0d4bab39c34cc4164a6343efacf6b9a54037b4e

grok-4

reconnaissance

data_poisoning

3,059

0.356

true

5

49

dbdf0eeed7c9fde1a0ddd0ae9c93f5b51d562cd1ee8a0ee8f52d765093e47398

linux

blocked

toxicity_classifier

true

0.96

DEF2025_00004224

1,766,563,303,687

6.195.29.242

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

45f5bb9419b63244e8c8991e3fc66bbbc5b3b386156e2158a26b7b55068c141f

claude-3

lateral_movement

membership_inference

1,781

0.214

true

7

398

5af96f76f2b61ac270a9fd51a44abae67b9ffd78923d55fa8f979a0360288e89

macos

blocked

rate_limit

true

0.88

DEF2025_00004225

1,766,559,583,817

222.121.212.25

clean

PostmanRuntime/7.32

e55cd9b58c05facc598ad7c83657ab432e43222b4e18ca8a6f1910077d393c76

grok-3

impact

jailbreak_attempt

2,355

0.737

true

4

41

8ff8b3530ba2b18ca54150359251f8db8fcda6419ce950f3abe705b5fca2b969

ios

blocked

content_filter

true

0.86

DEF2025_00004226

1,766,596,663,473

193.86.212.168

clean

PostmanRuntime/7.32

dc5d6af2751d05edff78ee5f8ae7e3a90d23cb14b739088c5380cca464123bd3

gemini-1.5

lateral_movement

benign_query

3,930

0.57

false

3

15

9c0a045f1b38fb910842a660376a6b09c7eb0232995a4c6d987ccb31b4f204cb

windows

allowed

jailbreak_detector

false

1

DEF2025_00004227

1,766,543,323,522

137.111.143.189

clean

Python-requests/2.31

9230c4d70bde6507719c8d789411a51772f23c34f1d97d7cd1ed30f35cc5b9e6

claude-3

lateral_movement

model_inversion

2,318

0.06

true

5

20

3984bc3ef76128493a070f7c35e809c3e417c269e9e6dbec0cff1121b7fd5c6c

ios

blocked

content_filter

true

0.93

DEF2025_00004228

1,766,594,624,045

35.48.243.196

clean

curl/8.1.2

211f88706824981113f09d1d57eae44cbdc70c666719881b4e7dc6360351f2c3

grok-4

persistence

benign_query

3,414

0.238

false

1

22

267d5b0abee7f681f9040e1076ae2cde003d34b6f90c99caf4c1c00e8fb335f9

linux

allowed

rate_limit

false

1

DEF2025_00004229

1,766,538,403,646

179.41.169.65

clean

curl/8.1.2

ed749e90134569eb985efd0c2479d0a5f8ad51a83ca2442af0982a047ecd1d91

gemini-1.5

lateral_movement

benign_query

2,119

0.215

false

5

32

549ffb90418172d46ef98bb50fb379934ff72b817f51e61186cfdee6ed5ec87e

windows

allowed

toxicity_classifier

false

1

DEF2025_00004230

1,766,531,143,086

117.220.226.160

clean

curl/8.1.2

965bca068a592f78d977cb69b4782e245317a7030a06844b317c6fddcffb46a6

claude-3

impact

benign_query

3,628

0.23

false

1

20

f1e6dbc4c56ed4f90c084cc7d3d403ac9cb8d5d7c7e67517f33fa6aa53bddbd7

macos

allowed

jailbreak_detector

false

1

DEF2025_00004231

1,766,566,183,289

98.5.24.64

clean

PostmanRuntime/7.32

8d40d98b64a50e6f4b8f7641e3cb3ff7bc2d0fa44e8ec2e3149c7772ad472e5e

grok-3

execution

benign_query

1,044

0.485

false

5

42

d96e0a735bfe7a6cf7a5f44f4754fa487967459e6b7b1453fdc4189ba9210464

macos

allowed

content_filter

false

1

DEF2025_00004232

1,766,522,923,160

110.91.23.78

clean

PostmanRuntime/7.32

fcf41822e8368b1e82bd67fc76ec90c21791b4a2d80d8b81170561d989835a15

claude-3

persistence

jailbreak_attempt

1,928

0.007

true

5

37

a8f04898812d44900a235dd9509af6b63983e00e6b21e654e9e9c5e0aae1ba8d

macos

blocked

rate_limit

true

0.99

DEF2025_00004233

1,766,553,343,302

194.47.255.180

clean

curl/8.1.2

828f5c11bc5cca8f32343fcf3f0102f9b5b5b64c47cabd38a0ca485aafdf3eac

gemini-1.5

exfiltration

benign_query

3,054

0.955

false

4

12

755457e32178bdb7a219a44dbc80b68ef4f6eab32dc55ac865ca2e9c5a72603e

linux

allowed

toxicity_classifier

false

1

DEF2025_00004234

1,766,538,944,015

121.37.105.170

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

796c5e2b45881edfdcb6e97f09349e83c98c868102dc7134561d6087c17d829a

claude-3

execution

jailbreak_attempt

966

0.138

true

9

202

1950383d87d1cf209beddcf19215589e1ea766a3d9cabce1a2aab0db0b171aa4

macos

blocked

content_filter

true

0.87

DEF2025_00004235

1,766,553,104,070

191.115.140.211

clean

curl/8.1.2

ff53e0c8f7309b950f2293c39cc411147edbfcb98ed4734c02b809e86245ca80

gemini-1.5

persistence

backdoor_trigger

1,679

0.823

false

1

38

ccdaa4bf72f1c5f128dfb112ee2a6a40bcf4567db8422dfc1cfc0b0b47fed17d

windows

blocked

toxicity_classifier

true

0.86

DEF2025_00004236

1,766,567,383,259

220.195.20.225

clean

curl/8.1.2

ed1ac2c7f7794ca0228ae4c812e7502803423d2d91b157aead1184c5ad8c29aa

grok-3

persistence

prompt_injection

889

0.131

true

4

31

cef4deab304fa519e45d3d511ae7c02bcf15733f5c994bc55f960857ffbfb623

windows

allowed

jailbreak_detector

true

0.97

DEF2025_00004237

1,766,538,943,518

148.18.75.162

clean

PostmanRuntime/7.32

d637cf844fcf606140c2b4dd30f53001644342f7658885293c3f1d0b8c2ebeb8

grok-4

impact

jailbreak_attempt

1,492

0.27

true

1

22

481978b81cc082741cdbcd9da101840a5aa7baf80228705c2034e333ab8900af

macos

blocked

toxicity_classifier

true

0.92

DEF2025_00004238

1,766,571,823,482

131.145.39.103

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

9fdf988cf0857d8478e032df8eba40063b9ebb5e89bf184367dccdab4b888b6c

claude-3

persistence

adversarial_example

2,222

0.304

true

12

115

93fdc806d96a33e7e90b934c8241a6a7832ab03a3b331dacb59388512f1198b2

linux

blocked

toxicity_classifier

true

0.94

DEF2025_00004239

1,766,556,223,198

102.19.6.211

clean

Python-requests/2.31

cc5992346833130d7f6afb600b2f8cd1e6bd4336a2a8f1abb0df5f316b8eb570

llama-3

credential_access

benign_query

527

0.688

false

1

17

0d884c6463ed7fc5a64adbe67bb49b4ac4af7601c4bfe80d79856d0b9cbb9b9a

macos

allowed

jailbreak_detector

false

1

DEF2025_00004240

1,766,565,163,937

6.228.145.169

clean

curl/8.1.2

ef0a9170adbc0de48030b7a7650014596ceaf094b1cb5beb153eb0f37b32f314

gemini-1.5

defense_evasion

benign_query

2,785

0.546

false

4

39

77b7edd4d76b79a91c8952d001c2b15c5f0abe64779c78c00e21dc32aa9dbe8a

windows

allowed

content_filter

false

1

DEF2025_00004241

1,766,587,843,290

27.193.130.236

clean

curl/8.1.2

17d993055fde02edf3defe548c8a7032816d87e2d77d00334356f7011f088370

llama-3

initial_access

benign_query

977

0.437

false

2

16

c3494a9678c5336b387e97d6656d8bcc0f218d7710eddfb45b56a295be68ac2b

linux

allowed

content_filter

false

1

DEF2025_00004242

1,766,552,023,908

202.19.61.77

clean

Python-requests/2.31

4aa1df23e10193ec29c4349a0c0374063538398b781e3e7179e12e26896acd3a

grok-4

impact

benign_query

1,947

0.236

false

2

47

ebd81608391ef5587a89161951792345fa0e2c56831e680a96be47cb4ed0d5c7

linux

allowed

rate_limit

false

1

DEF2025_00004243

1,766,563,363,264

109.129.11.17

clean

curl/8.1.2

7249826536d5f8cecc746eceee6797d5a3f08ea8029a2428af285059caa24e1c

gemini-1.5

reconnaissance

benign_query

3,715

0.952

false

1

33

8b696f030bd66527b53088492f1250d1cae6849a3baca46c3528a61e319b3494

windows

allowed

content_filter

false

1

DEF2025_00004244

1,766,519,983,354

202.233.158.197

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

d37c92906bdcf6e2b86fec10f2382cc6c9eaa643d6a21fac62d6419e4da895a5

claude-3

impact

adversarial_example

2,612

0.02

true

14

394

a32177587d815e73c45bcebffa9c686e1dc17dbf57f4c730e66a81a301469ee4

ios

blocked

rate_limit

true

0.89

DEF2025_00004245

1,766,556,883,724

205.1.38.143

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

be0091cb9f819d7f44525e19224eaa86ef02c89411ace8a67f6fd2a529495949

llama-3

reconnaissance

prompt_injection

3,073

0.179

true

27

91

27e4cdf6654884ecd89fe2219bc8409c8baa2c56935ed7a54a64cd08478cbb01

macos

blocked

rate_limit

true

0.86

DEF2025_00004246

1,766,582,503,681

174.53.127.61

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

84760d69cbde6a39e3acfc8a0780eebb132eb0edf704cf8066600a8c77473cbf

claude-3

collection

data_poisoning

4,023

0.661

true

17

222

c3af255da9bfccb905805734bbe87a770ca3cfc2d0fe5a6d6e94df263a8d575c

windows

blocked

toxicity_classifier

true

0.88

DEF2025_00004247

1,766,599,183,720

209.133.151.47

clean

Python-requests/2.31

29adad4332e35fc3d9eb7a6bb51aaa7b4d7b0d6fcdca49ded457196ee332f411

claude-3

lateral_movement

benign_query

3,914

0.667

false

3

33

1c0b8de4fc52883622b6c21912a71ffefc04c21f1c6c4a4a687bc199b512b74c

android

allowed

toxicity_classifier

false

1

DEF2025_00004248

1,766,561,203,897

95.243.107.166

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

651035d66e099f14011e30d0b8d50a89fb6007a76c33065488e33e2ef6b24202

claude-3

exfiltration

backdoor_trigger

1,338

0.043

false

22

131

18cadbdb87d1b12e83d8a06b049fb6475ef5f558d5aae789f91a80b95074c7ca

macos

blocked

rate_limit

true

0.93

DEF2025_00004249

1,766,530,003,878

114.213.140.196

clean

curl/8.1.2

3a9ea18378edbb5f9e8d8df9a9703d7194ecd085b53c350ca6bb99a4e8309eaa

grok-4

discovery

prompt_injection

3,124

0.455

true

1

22

12b849193f3461c137a7d49c3f7afb67a0fcd192c950a2dd1baec6a5309d7225

linux

blocked

toxicity_classifier

true

0.88

DEF2025_00004250

1,766,555,263,442

61.179.252.33

clean

PostmanRuntime/7.32

eb131e14d4dc26ccc5d2e5406dd50c66efd968d1923a4e4efeb3bbe23e1bb3be

grok-4

persistence

benign_query

2,870

0.649

false

5

48

099019c7e4a4c59714383538be901519a05e926d33f15f24b652b02ba943aa17

android

allowed

toxicity_classifier

false

1

DEF2025_00004251

1,766,583,104,002

209.99.17.151

clean

curl/8.1.2

8ed2547c2ed6ae25004096cd50a7afeae69c4c464c676dbb9e358d546f0e0eb7

llama-3

defense_evasion

benign_query

706

0.512

false

2

16

72b4341a833273c9d749448d1e824201d6f02e5f7e2cdc1bfb7dae8b22e81fba

android

allowed

rate_limit

false

1

DEF2025_00004252

1,766,558,983,928

195.197.230.72

clean

curl/8.1.2

3e30e1e294d0895acd031cfad0985a6fb451bd9f7044cd1ab1af5a823511fd2c

grok-3

credential_access

benign_query

2,333

0.92

false

5

37

7126cac16f2c565c58e898a7d62bc85c9c337a57fbbe26e0bda6d8788fd53877

ios

allowed

jailbreak_detector

false

1

DEF2025_00004253

1,766,562,404,026

119.173.235.183

clean

curl/8.1.2

209e61b4ec2c708897ce15b0361faed52598904034c90f6a36c7dffc610e3d11

grok-4

lateral_movement

benign_query

1,055

0.248

false

4

46

dc50447d4f2ac9ae52b9e36f82bac13b487541b6fd4f064b00aedc81a15cb9fb

windows

allowed

content_filter

false

1

DEF2025_00004254

1,766,578,664,181

191.208.174.183

clean

Python-requests/2.31

c7c247c20440a908120aa0e2cc515c961e27878a74247865c549804b0655f141

llama-3

impact

benign_query

3,775

0.193

false

1

35

ae9fdbaa90e49ed2c4fea616c58ce164d53d840c71f5f599d9a0204c7ec372c3

linux

allowed

content_filter

false

1

DEF2025_00004255

1,766,537,383,593

136.254.41.216

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

5eb5aa38f23a00cd93cdfdc2e679573b5a53031f5be68e692b6f422a00a19fc4

grok-4

collection

membership_inference

4,033

0.953

false

12

164

394e06072a40f03d7ae731e8560db2c5bbe9847678f96ea1ed64a46aaee8f3f4

macos

blocked

toxicity_classifier

true

0.91

DEF2025_00004256

1,766,529,343,719

196.154.97.201

clean

PostmanRuntime/7.32

d12a511bbaf7a242d87bc75712311e6e3504ced102b266fd91767d4fc45b4729

claude-3

credential_access

benign_query

2,268

0.284

false

3

16

74dbb1f29c1003111defa60928bdd35bc817e7e042e455a1744e1a24ce33e22b

android

allowed

content_filter

false

1

DEF2025_00004257

1,766,570,983,649

200.58.28.252

clean

PostmanRuntime/7.32

a21ff231c3f0b143097a28ee93f286983323feb55469beacaf6235b13839f130

grok-4

initial_access

data_poisoning

1,674

0.405

true

4

46

9cd5484b19f60efecd2bbc1ee296ea55982431c91cf4eb09885e07c1d61f0d34

linux

blocked

content_filter

true

0.97

DEF2025_00004258

1,766,586,044,219

198.250.97.167

clean

PostmanRuntime/7.32

a13b6a5e2ea4e967ba8c6f0f4b6ce127da9c3d877925ed86e3b23e020d14b732

gemini-1.5

defense_evasion

benign_query

3,568

0.88

false

1

27

2c085daafedc49cab8a5a7f2aea86da5d9efe37eb37ab97b8f5cede8de71e585

macos

allowed

toxicity_classifier

false

1

DEF2025_00004259

1,766,577,583,462

75.73.159.197

clean

curl/8.1.2

cd7631a425dccced854ba0071a710a482bdf1ec46f4e1bf5e2107a4e641fbeea

llama-3

persistence

prompt_injection

952

0.985

true

3

49

c90c223aa223c620831424b8c4669e4b4a1a8e7e4fad09f8f9f0fc62910d50ee

macos

blocked

toxicity_classifier

true

0.94

DEF2025_00004260

1,766,544,823,851

187.249.132.152

clean

Python-requests/2.31

d074d4bacbdde840569bf437d2d111dc327155a44fecf504b25a77a992cc103c

claude-3

persistence

benign_query

1,983

0.13

false

2

22

77dd14c657a922a794e53e53a97b152c7792027f9d5e38fb087fc9c61c00a5e8

android

allowed

rate_limit

false

1

DEF2025_00004261

1,766,588,143,855

173.195.178.75

clean

curl/8.1.2

6e2c8bded2fe9472131586777b18fc249526f493350201dbdd3c21bbade57220

grok-3

reconnaissance

benign_query

769

0.2

false

1

50

afbde9b91877f9548d17f1aefd8633a80ba1c2439a3f2790fafde6c713f3a52a

android

allowed

jailbreak_detector

false

1

DEF2025_00004262

1,766,547,163,955

27.47.178.159

clean

PostmanRuntime/7.32

6738d1cf713f2928264ad723a7e41af1135652e78fe3dbc26b01c016f8ff4ebd

gemini-1.5

execution

benign_query

3,449

0.56

false

3

14

246552ccc042f59e1182d7f4efc3cacb88cabd11687f20e3c11e392313682108

linux

allowed

rate_limit

false

1

DEF2025_00004263

1,766,566,003,785

193.23.70.104

clean

curl/8.1.2

a0c67407f88a7fcb06be259a1a813b795abefbb331ff189b05ed2384ecf3e9f7

claude-3

defense_evasion

benign_query

1,215

0.271

false

1

18

8289ca25a651be1f92f7f30b0d094ada0b1c0333f891c7a7de347e03fc0a786a

android

allowed

jailbreak_detector

false

1

DEF2025_00004264

1,766,601,043,406

212.140.150.118

clean

curl/8.1.2

1644c9673baf72b67dc6e6ae8e15d6cdf6d61b2f845c047ef81229f4c6b828fe

llama-3

persistence

membership_inference

3,280

0.828

true

1

36

7ba551a8a42272eabe9d921a80485c7ea505feb4f45bc08f48dfb52b1fb75793

linux

blocked

jailbreak_detector

true

0.85

DEF2025_00004265

1,766,565,704,268

4.193.181.50

clean

curl/8.1.2

a2b77373b1cd6990bbba7810ad05002048f08983a3636ace891c5564b804eab8

llama-3

initial_access

benign_query

2,811

0.723

false

4

18

97e3829ec34f1afd524aef77f26598969d6f2a27878006f902d53aae0c534bc3

windows

allowed

content_filter

false

1

DEF2025_00004266

1,766,560,783,590

87.150.127.132

clean

Python-requests/2.31

46b2ca34ce5a1de482606b3a3e9d7eb723505b9b204abd01bf0ce6442ea4ec90

grok-4

discovery

membership_inference

862

0.874

false

5

24

af8e8db31189f95a5187940e9260f89764337c920e4346ce9f3c618249d43a40

ios

blocked

content_filter

true

0.96

DEF2025_00004267

1,766,585,203,939

158.164.205.101

clean

curl/8.1.2

f7444700d2f5372049b155d9926ae088897d880fdb6f9a62dd2b9a4b2e856b9b

grok-3

lateral_movement

benign_query

1,711

0.305

false

2

44

79a04ed49fe3e9e3707f9c3d2e6542ddc82f8a2330878dc551a4677e206c5f5c

linux

allowed

toxicity_classifier

false

1

DEF2025_00004268

1,766,578,903,897

24.1.169.30

clean

PostmanRuntime/7.32

fcab7065eb8648d030709830769f60895f3cc4ef10d8dfa44d70e40a24cbd352

gemini-1.5

execution

benign_query

1,272

0.284

false

4

35

6fb251289c7295a9d1d1ca3096d4c0ed8f9dbbe04e5a4bab96943c209840fa35

linux

allowed

rate_limit

false

1

DEF2025_00004269

1,766,575,243,848

203.121.218.147

clean

PostmanRuntime/7.32

5ab6811c3e362ca8b01ac6d9d2fc16edda744a616566d75b8e537283f4216699

grok-4

persistence

benign_query

1,910

0.909

false

3

29

52e082bbf719213e373ab8f2a4543ce6dde856381626ce0b83425118b9905767

windows

allowed

toxicity_classifier

false

1

DEF2025_00004270

1,766,562,223,406

32.109.142.247

clean

PostmanRuntime/7.32

dbbe78ad172215b402b18b8e9f7b1aa08a489e9efcc91525da8dc8154d845aaf

claude-3

defense_evasion

benign_query

3,694

0.218

false

1

16

a14e9cb09c33ad0148ad38fc895836fc9242ca4ad1c971c8feb46090e19170d4

android

allowed

content_filter

false

1

DEF2025_00004271

1,766,556,644,270

32.234.59.254

clean

PostmanRuntime/7.32

8b004dcf99709f7538cca637bc3b899db7a1fd11209bfb5deab97575f133abf1

claude-3

initial_access

benign_query

1,548

0.247

false

4

28

6e40e84cea2e11a880137e58d8c130f36e175b734eff7a6c145045a56d6c058e

android

allowed

rate_limit

false

1

DEF2025_00004272

1,766,524,063,547

159.204.87.68

clean

curl/8.1.2

03be47be2f063d171d6247dde45de1c1d7906b2f8d9a4b5f09d41a36a451ec86

llama-3

discovery

benign_query

1,815

0.27

false

4

41

2e41ccf17974df61ee2ff8746d9033037d8e05ee99e294bfbc814c3f635be358

linux

allowed

jailbreak_detector

false

1

DEF2025_00004273

1,766,520,403,788

41.149.20.43

clean

PostmanRuntime/7.32

0cc7f9ca7a505f8af6bd88718ad0acedbe5dbfa7aeee8c4a3a6bf9b6c9aa5a06

grok-3

defense_evasion

benign_query

3,967

0.292

false

5

11

bd85a601ea4711c7ec2b5230df416d01afdbb901c8ed7b18693a2ef7ff0579c7

windows

allowed

toxicity_classifier

false

1

DEF2025_00004274

1,766,583,763,520

119.20.254.19

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

5e27375773d588a6fd4ff0b84fe5249fcce20de632df4644088815f3374fc01f

llama-3

exfiltration

membership_inference

3,325

0.312

true

26

150

f7533378fcfda6fbdb01965c099fb351e88a034e5425fdd84431ace0b3c09f62

windows

blocked

jailbreak_detector

true

0.86

DEF2025_00004275

1,766,545,423,563

48.210.182.137

clean

PostmanRuntime/7.32

d018fc18608c637d38fa5b4dfe4679b014b124e6097d76c30890e039e35eb9f8

gemini-1.5

lateral_movement

benign_query

3,187

0.297

false

3

32

5896a7a66c2c97e79fac2c9d42f6184b2120059a18ecd05a2930826c07fea554

macos

allowed

rate_limit

false

1

DEF2025_00004276

1,766,547,944,179

11.172.67.240

clean

Python-requests/2.31

3c98b53046f015cb16d3adcd6fce9b8613a7d5278d5637754a9fc551daa77391

grok-4

reconnaissance

backdoor_trigger

2,205

0.697

true

3

12

07dfa2f5d83c2cc0d2f8719bf0aafd057a0c9cd1a422baa269b07009667332fa

android

blocked

content_filter

true

0.96

DEF2025_00004277

1,766,555,203,653

140.158.48.138

clean

PostmanRuntime/7.32

705827227f61e99ca614beee2557776d40ec4fe77adab0ec35f322a02e281b69

grok-3

discovery

benign_query

3,661

0.982

false

2

21

3b8ca6e436abffdf1d90b9948f067455b235f17f258ab0eb76e2ffdec1734791

android

allowed

jailbreak_detector

false

1

DEF2025_00004278

1,766,597,624,353

47.183.160.40

clean

Python-requests/2.31

13662b163f25b16eeebdb8b7d96f0013b4ed697afbff78be0fb65def98c387ec

claude-3

exfiltration

benign_query

2,068

0.538

false

4

14

f625ba7e2f1676a0bcef042d8c3d1125d97d596dd6921c8dbf90afab693f2583

linux

allowed

content_filter

false

1

DEF2025_00004279

1,766,538,943,833

93.11.62.65

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

2594e8a3b6bc2cafefdbbffba0c084be18cf2d2b6846a20cf811c274b88037d5

gemini-1.5

initial_access

model_inversion

2,967

0.262

false

15

64

b45146bfff693ba9d1f70c32d944562995df9b8e10f83fe8bf1d7d65edd87755

windows

blocked

toxicity_classifier

true

0.93

DEF2025_00004280

1,766,600,383,870

170.212.74.47

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

caf1d059255376a75948367fdc710fe84767abcc793753631e79dd7bf9841dd7

gemini-1.5

lateral_movement

adversarial_example

2,528

0.177

true

30

126

823f2b4487bc9a8c393adc7517008b299510339b773c3742d9bcafdb40ce2ab8

linux

blocked

jailbreak_detector

true

0.97

DEF2025_00004281

1,766,563,604,352

170.167.198.80

clean

Python-requests/2.31

a23ce3990fd50486174a41bd46ed3994366b2ed407001e2cb4792185a431b24e

grok-4

reconnaissance

membership_inference

2,789

0.335

true

5

26

cde01edbf237a33116fd4649aae7f2fbf2c6046aa5211f4dbdf8c017744fd669

windows

allowed

rate_limit

true

0.99

DEF2025_00004282

1,766,528,204,338

144.208.129.197

clean

Python-requests/2.31

62a81557582ea85e2d1ba40a77dc678820eed32576b9a2a1acb72b22d624f71d

claude-3

lateral_movement

jailbreak_attempt

3,172

0.081

true

5

43

94077ee1489f7372276c2edbaf675be88ea3d4aabf2bfdc04575cf44e6eb8e58

linux

blocked

toxicity_classifier

true

0.89

DEF2025_00004283

1,766,556,163,507

104.16.98.243

clean

Python-requests/2.31

1121f23d92b806614bcdb447288b730d9263dfabe66bd218a2141c4d804cb475

grok-3

initial_access

benign_query

2,081

0.993

false

3

14

2d2223f9d7d2d67958656507de1d9270a551318006550428c7242d5672aeef69

android

allowed

content_filter

false

1

DEF2025_00004284

1,766,602,784,351

46.196.156.146

clean

curl/8.1.2

6ee3615edb413a869c9d13a71d531a6ca3f2565e41ceb3c9cd198b7aee4cf2d4

llama-3

lateral_movement

benign_query

2,813

0.352

false

2

37

b06a877261188b06ce7d21da2b360bd1b1dcb4b8b627c208bb8e7103c2940324

android

allowed

rate_limit

false

1

DEF2025_00004285

1,766,589,463,992

170.177.129.77

clean

curl/8.1.2

22f3611a023e673989577a06cc615a0044aa1fe6a3805087c9e15b2cf4ffb177

claude-3

reconnaissance

benign_query

3,497

0.212

false

2

29

6bbc7191d23ffb2971739aa55d7ce04cbbaa42801d8c142367d39b1369c0c02e

macos

allowed

rate_limit

false

1

DEF2025_00004286

1,766,522,983,709

145.186.177.139

clean

curl/8.1.2

7d0e014b542ab9b6cf183dd59e7c72fd801e512d21734989be592ad42bbefae3

grok-3

persistence

membership_inference

2,520

0.411

true

4

43

1f512a6fb2dbd3a25cb5598493c072cf373455676f7216f96f02407da65ffd4d

windows

blocked

jailbreak_detector

true

0.97

DEF2025_00004287

1,766,540,683,871

194.11.75.77

clean

curl/8.1.2

9ff35e06fb0ce730d44a99ead72d7105dd8b274632dca77da96cd92b53fa10f9

grok-3

initial_access

adversarial_example

3,859

0.602

false

4

13

d66d9e37b7f9600f3277e02f628c59c510fda43c80410a25a7ed237b4ac29570

macos

blocked

jailbreak_detector

true

0.88

DEF2025_00004288

1,766,567,084,171

220.66.26.191

clean

PostmanRuntime/7.32

cec17eaad8cbf8dbdb6b21a912197bb240b5b46936944677018f7edc100619d0

llama-3

initial_access

benign_query

3,274

0.384

false

4

23

d26b1a12f2126e76a5820918fcdb6e18b038a92f12ba15b9089b2a3e1f723e69

linux

allowed

toxicity_classifier

false

1

DEF2025_00004289

1,766,597,864,281

137.252.119.55

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

16e918813fb59f77d04c5889401df4a7d587cc997ab8f1a49783fbbd5ca479ee

grok-4

credential_access

membership_inference

4,092

0.885

true

13

174

ae11116a73c47b9fb21dd668ad399f8ab9191884a070e5e93cdb152fec18b409

android

allowed

toxicity_classifier

true

0.95

DEF2025_00004290

1,766,571,284,272

188.159.36.134

clean

PostmanRuntime/7.32

d99556ec995f84b8515bc03d5c10ed564eddff14e867365bfea375001643d697

grok-3

initial_access

benign_query

3,766

0.023

false

3

31

3994193211b99ee0303f34d6ce7660951232245f7f93f8c6cb8aa8cef7dde6d7

linux

allowed

rate_limit

false

1

DEF2025_00004291

1,766,598,524,370

52.186.30.3

clean

curl/8.1.2

9a7ffc049a8e8af8e1de567386d7164fcddb479e4ce9832833d25bbd2eee604d

grok-3

discovery

model_inversion

3,563

0.617

true

4

46

5aaed0ae2cd04487b27c981036a4a85bd335b36c773a6d40be6b967f747509cf

windows

blocked

rate_limit

true

0.92

DEF2025_00004292

1,766,545,963,666

201.84.129.145

clean

Python-requests/2.31

1bcaaa650637e9466d5277e49d8d0d368bc16b6909dceb4796dda09f0acd594f

grok-3

credential_access

model_inversion

2,778

0.527

false

3

25

3abfff6b4960fe83d0e8f99da0721dc94a336c3a96575809a3ebf974bfe8f39b

macos

blocked

rate_limit

true

0.9

DEF2025_00004293

1,766,537,024,127

210.159.97.178

clean

Python-requests/2.31

0bc7c3170d1464270ed82f55703302443267e00c3fa7cb4dd8d7b7b822ac8278

gemini-1.5

discovery

benign_query

981

0.97

false

3

24

5fd227cfe98c3dc97deb5a3bfe801c77e01b7f9c1f422f551d2086b62fcd9d2e

android

allowed

rate_limit

false

1

DEF2025_00004294

1,766,518,604,007

34.230.223.93

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

03bdf9f40d0b4fe5269046b27eee5d861364bbeccb3404b774525310544ccef2

grok-3

impact

jailbreak_attempt

2,524

0.231

true

19

89

f6385442a523ca1435459e9dad2fa3ada7dc9d06f667e3548c47942c5a221665

linux

blocked

toxicity_classifier

true

0.92

DEF2025_00004295

1,766,593,724,023

80.199.169.159

clean

PostmanRuntime/7.32

2de13f67fd39d0633c348aee45a990d0c46cefd8a6921362f835a23d4ffb5a8d

llama-3

impact

benign_query

2,449

0.796

false

1

16

38232e2dc2fb1e3b6575f9ca11ceaf32ee2a81af3be0c2b0db11de578f343dd0

windows

allowed

toxicity_classifier

false

1

DEF2025_00004296

1,766,598,284,377

207.116.23.236

clean

curl/8.1.2

b0762b476d67a2c77a25f08ddf828b1627a2e3f49168b03cab59c873d265ed01

claude-3

execution

benign_query

3,005

0.508

false

5

27

8a38e5327caa1d0de7c86ef368257c7ee99b55d363045f2ad00eeccf8a592370

linux

allowed

toxicity_classifier

false

1

DEF2025_00004297

1,766,532,643,958

83.190.7.132

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

c65e93b57b7ba43d206f8746144f137f24eff1316ec18353b1be373f082e5dfa

gemini-1.5

lateral_movement

data_poisoning

2,725

0.129

true

23

86

28d786a1bebd1725d7d41ef2e97e51fda7ec218b18e8f647c727fbfd8ebfe111

macos

blocked

rate_limit

true

0.88

DEF2025_00004298

1,766,573,983,709

143.204.38.43

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

9249977e8de28d696bae6252705934c013fe7b64a3bcc9162178a48010bfd520

llama-3

impact

model_inversion

3,364

0.965

true

23

362

70081edb833949e8fc176e99042702b391818b00221c92c3cad4fe63871c1ff7

android

blocked

content_filter

true

0.9

DEF2025_00004299

1,766,597,684,039

45.58.88.198

clean

curl/8.1.2

8686ffd9db224c11669407c5cb16d31e79e0b280313c81e52d0731a6e9b6ab5d

grok-3

initial_access

benign_query

1,467

0.376

false

4

21

cd3f51c7bb92be2dc2199e4ff357f8e86004b380016ace67e9648987424c389b

android

allowed

content_filter

false

1