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_00002100	1,766,592,756,141	94.79.41.123	clean	curl/8.1.2	ef3cf774f387726cfe018b3701bdc3b7ee161afe135caadf1f7bd50c458f74f8	llama-3	persistence	benign_query	1,455	0.811	false	4	41	5f46488fe1db2c22fd1e1dcb0d74752c8634778980a9b798826c05673088fcca	windows	allowed	rate_limit	false	1
DEF2025_00002101	1,766,572,955,799	145.162.73.203	clean	Python-requests/2.31	66cfc0efa413ffcc2dfebf2c5e1c64b9de17e6ee36374ff3b67c48ae4be4d59c	llama-3	exfiltration	benign_query	1,578	0.745	false	2	42	2aee9c11b86937b1b0f72d27ae792a1ee81654004f1ef3688b69e484afb3f6d4	linux	allowed	toxicity_classifier	false	1
DEF2025_00002102	1,766,540,435,556	10.104.17.245	clean	Python-requests/2.31	f738bb138d33fcf670fa344f4f7840e67d4e1b90c8dd30e52a25eb4f0f0ccccb	claude-3	collection	prompt_injection	2,044	0.71	true	5	25	b934ab4c9460ae9c4a1e4ff939c483496feeb22640a0e796b2f397c496d89396	windows	blocked	toxicity_classifier	true	0.87
DEF2025_00002103	1,766,532,455,540	41.247.40.57	clean	Python-requests/2.31	46b5fe92cb3f6562cd6fdac0601eab6bbcb6851047bb6e3614ed20240ddc8ac1	grok-4	defense_evasion	benign_query	516	0.909	false	2	36	8f6ec86b065d0fdf4747ed40ed962c57cc369d2bbdd48b2987e56c9ce1557855	windows	allowed	rate_limit	false	1
DEF2025_00002104	1,766,548,295,885	175.99.70.223	clean	Python-requests/2.31	78efcb6850d80a5a85419cba01e51d8bdcb2b70b80dbffd2f952372fb5bf56ff	gemini-1.5	collection	benign_query	1,282	0.914	false	4	11	beb46bc32b5a16d7337514e06f726c207edbf7f159f201da7b405945868f0b73	macos	allowed	content_filter	false	1
DEF2025_00002105	1,766,531,795,811	105.65.227.55	clean	Python-requests/2.31	8a0226de0b6e4b259f07005911bb073b3f89823b41e273ff0507194fad162fcf	llama-3	defense_evasion	benign_query	1,561	0.008	false	5	35	3aeaa02aa653016847b6a14f27228af38a83ca1e78711f48347800f832b521c0	ios	allowed	content_filter	false	1
DEF2025_00002106	1,766,585,195,361	51.95.100.167	clean	Python-requests/2.31	10c091c1a7d6b7ed4caae014cd1f776fe7f0b85a8aacdab838b0b848dbb00630	gemini-1.5	defense_evasion	benign_query	3,602	0.183	false	3	33	eed45c1fd6ad98c9638924517957a6a5c2ccefe1232631bb2454a2302488a75e	windows	allowed	content_filter	false	1
DEF2025_00002107	1,766,568,575,778	151.210.179.16	clean	curl/8.1.2	7b643c9f9732164ca356663663538b81c37b2807a6a771203502743201129a57	claude-3	persistence	membership_inference	2,108	0.971	true	3	48	9aadd40225973d3f8b7b2e3c06b83f150abd3367f731f44daebc1c82ea22a3c2	windows	blocked	content_filter	true	0.86
DEF2025_00002108	1,766,524,535,730	151.222.89.192	clean	Python-requests/2.31	7a1b54d1216387b77ad2b30bad7a5f3bca246c8f67a0f059767491d675e42bed	gemini-1.5	exfiltration	benign_query	1,134	0.711	false	5	34	d9b1f03d46ff05fef9b2e56879593ee21a6f6ed18369c4479e28a2cba7223169	android	allowed	toxicity_classifier	false	1
DEF2025_00002109	1,766,518,416,172	66.219.179.251	clean	curl/8.1.2	360cd7c06a7928c722939c6ea579271848b31d5029dd565565320fb381f92cc8	gemini-1.5	collection	benign_query	546	0.799	false	5	23	6632a048a6846c8ae1bc7e61ca08a9e6c2759149e19f5d6a58021aea61dc0215	windows	allowed	content_filter	false	1
DEF2025_00002110	1,766,569,835,754	183.16.240.232	clean	Python-requests/2.31	d58ffc48c83ff75b6c6bab2938d27342c5ea6397f24366be1dfdb55befeea423	claude-3	persistence	adversarial_example	3,378	0.016	true	3	35	502f7bff5aa09b30c01bbf950ceb9bbf50d2a8b5a557750f1d5e24be2436d1d2	macos	blocked	content_filter	true	0.98
DEF2025_00002111	1,766,598,515,779	131.154.33.4	clean	Python-requests/2.31	d79a2d13827a5f67a731ccdf96bc9d4c350101f85cd4dd95d5bc015ddf31699c	grok-3	exfiltration	benign_query	828	0.266	false	2	24	3bf00aed82f1637c63eb739e5bb69d2aad6fa61997f896c3fe6acb91e6393279	windows	allowed	toxicity_classifier	false	1
DEF2025_00002112	1,766,584,055,380	186.67.101.26	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	d16eade098caae516d2c924c9f5580fb8a1bdaf6b5248c2964668a3ed0fa737d	claude-3	impact	membership_inference	2,308	0.069	true	27	101	98b43f7c5ffba1c80fca25a4888fb358f7fcaa88382c1b671ed5ab61ca62809c	android	blocked	rate_limit	true	0.89
DEF2025_00002113	1,766,519,976,186	104.25.181.246	clean	Python-requests/2.31	2b761a4badb0bcd0f2fe260742133cd8a63fc2b585653bca7c8df988154e2891	llama-3	reconnaissance	benign_query	2,708	0.386	false	1	12	448bae8034e339d8cc2a6802acaa1069302a766a63aa7ba2a671e58078b0aef4	ios	allowed	content_filter	false	1
DEF2025_00002114	1,766,551,835,804	20.30.164.6	clean	Python-requests/2.31	8874bb9dd214829bde64123fa2d15f6a624f285bd25546a87769d055277260fe	llama-3	initial_access	benign_query	605	0.841	false	2	44	0e0c4803a5dd60158f7ca2ecd92b51e99e7d4a2900fe14b18fd1aaf39485015b	linux	allowed	toxicity_classifier	false	1
DEF2025_00002115	1,766,602,296,049	213.39.147.68	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	6006adcadaf91b379e81cf762eb9543b5c474f8a9c2b3bb32f542101b0683baf	grok-3	execution	prompt_injection	1,805	0.503	true	21	360	fff35d793910ba52c72725c764a0e3ceba1e46f48e88aad1d882a47eb25845c6	windows	blocked	rate_limit	true	0.96
DEF2025_00002116	1,766,592,635,616	51.244.47.227	clean	PostmanRuntime/7.32	ed6c26f60b9169b168128879480eb98f8be48e3d1da3487d61662ebbdb498fd6	gemini-1.5	reconnaissance	benign_query	2,443	0.989	false	1	33	1bb5b2d64d0545eb28ed44633abd160f47a0fb3470ce2322924e69a7afec1743	macos	allowed	content_filter	false	1
DEF2025_00002117	1,766,550,396,049	211.50.169.228	clean	curl/8.1.2	89f0c61338a807d011c3c23dee99049b593125a25cbb67f8755dc17a923df5c0	grok-4	defense_evasion	benign_query	1,375	0.537	false	5	50	45abbe65908b578980f50ad3df78665166c4a4135cf1c09d019a22e74fe0101c	macos	allowed	content_filter	false	1
DEF2025_00002118	1,766,549,735,539	72.145.132.30	clean	PostmanRuntime/7.32	95dd2f5b1a874e70d8188fa942c0e472fc620173b55e2f0f0c0885d4fe0e8473	gemini-1.5	collection	prompt_injection	2,677	0.091	true	5	39	ecb1888b6abb7531a323b1588731d24a04964d3b8252a5cf9dde58f3d1f47925	windows	blocked	content_filter	true	0.99
DEF2025_00002119	1,766,558,196,333	46.45.164.144	clean	Python-requests/2.31	623f3507a95d198fa5af1f1a68c8173372dd13be9203c728c7f5281668b18069	grok-4	credential_access	benign_query	2,274	0.93	false	3	39	01cfe0af4e7c43f5572090b3097bc9d45efef986abf4e2aa6859fcb19753f7a6	windows	allowed	content_filter	false	1
DEF2025_00002120	1,766,588,316,063	39.75.29.120	clean	Python-requests/2.31	90b957a221c008c47d0a0cc35c84fce39387807ec709dc17065f0436de4857cd	llama-3	lateral_movement	benign_query	3,770	0.617	false	2	23	40a7169b62f993131896a868d4c7d5c72f8d15c1f4761580806b9e9a32cc0e5a	ios	allowed	content_filter	false	1
DEF2025_00002121	1,766,523,936,124	111.207.92.150	clean	curl/8.1.2	6349b9700c71519668c620651a677427c8f24796689246f7dc4f4937f9a45ac8	llama-3	persistence	benign_query	1,511	0.727	false	3	31	5dad526678d052b1c56ecb630225be40d0d7f4e7eac6116051b81149b13b1405	ios	allowed	rate_limit	false	1
DEF2025_00002122	1,766,536,236,114	175.41.0.86	clean	PostmanRuntime/7.32	6e19857e72506204b5f26c9b1ebd5b4ddbfb99f1e175226792a397195b81df5f	llama-3	execution	benign_query	965	0.009	false	1	25	a9aafafd0609a9d8f000cfd7f9dcbcd4ab5e70f6b23abb94b9b4fb4c1ab5b3f7	macos	allowed	toxicity_classifier	false	1
DEF2025_00002123	1,766,599,055,967	203.108.208.217	clean	Python-requests/2.31	7ea24bc7ef44e4db42d883890d7658b16cc6b5f7af10994a43fa0697fb905eeb	grok-4	lateral_movement	benign_query	772	0.447	false	1	35	542571c55c042db09bfaefef8fbcc6fed11ba5a2098ea5128ee18ea7baada075	android	allowed	toxicity_classifier	false	1
DEF2025_00002124	1,766,562,515,946	16.165.114.253	clean	Python-requests/2.31	9da2e40812f722af2b9b5ddc299eb3b82d962e1bff8c01561d1fcfa22215e372	claude-3	reconnaissance	benign_query	3,725	0.042	false	2	12	0e466985aef7427cd3b084b2f9dcdb83622c30a4bb75311a0599951a2ae091a7	ios	allowed	jailbreak_detector	false	1
DEF2025_00002125	1,766,535,215,762	24.63.228.204	clean	curl/8.1.2	ed9aff4865b412558581bc54f764ced561b5491b5607e14506ce562d168167bd	claude-3	persistence	benign_query	4,031	0.514	false	1	39	aeb282976e3feb6cb9b2be36fb54964cf77db4446964b4a0ffdbe8bdb3845b57	android	allowed	rate_limit	false	1
DEF2025_00002126	1,766,524,175,848	168.142.126.216	clean	Python-requests/2.31	8cabda817a60414590a2898b0182ef63c695e9c027063b7680ba71c0e2a59fc4	llama-3	persistence	benign_query	3,565	0.441	false	1	35	8f3b736ee805bb5afba7d5ca8b9f4d0bc5aa8bb4095649e49cbbb814f1ff87cd	linux	allowed	jailbreak_detector	false	1
DEF2025_00002127	1,766,581,716,175	80.191.237.174	clean	curl/8.1.2	0e5aa454c912133740b5d623f362d22a3127249965f39fe6dbb5d34b52ff1959	llama-3	exfiltration	model_inversion	2,680	0.066	true	5	49	85ca5b2ae88ee1a17689337ad5138905362be664ed3fc4818b560a508fc99048	android	blocked	rate_limit	true	0.98
DEF2025_00002128	1,766,552,555,467	201.218.127.79	clean	Python-requests/2.31	5abc2b83bd58d449f9cce9926445d3063b1ced773172c9b2eb2758219b2de1bd	grok-4	credential_access	prompt_injection	2,724	0.227	true	1	27	782a98d0e5619efb03140caba435ff11bba7a58a9547f766c5ab2997aae9aaf1	linux	blocked	rate_limit	true	0.89
DEF2025_00002129	1,766,597,255,833	124.82.15.161	clean	Python-requests/2.31	efa527238912e7519c039c935d5d15afc17da5afafdd72652137b3d3deb57b42	claude-3	execution	adversarial_example	3,474	0.849	true	2	48	c2a6ff9256dd1e426e1c0d3bfb3462dbf1393dfadbbbefc3e3bcc9fa9cd9bc07	android	blocked	content_filter	true	0.95
DEF2025_00002130	1,766,581,956,053	84.158.22.128	clean	PostmanRuntime/7.32	fef2a113a3509b34af8e0fdefd5887dad8ae2de601a71d3ead5bd0bb17d63e2e	claude-3	impact	benign_query	609	0.479	false	3	29	06c1a7b94bc215d68f16a85209983a1cca59c464ef1ccf4fcd0cef538096ec97	linux	allowed	rate_limit	false	1
DEF2025_00002131	1,766,586,216,298	198.43.225.80	clean	Python-requests/2.31	7e760d88569a5c08fced04c0a1bcfc8313a42d42250008ccc55ee5357012b152	llama-3	exfiltration	membership_inference	3,080	0.233	false	4	17	51684a72f2e4f0a7fe41aaf2fd50fe2786515249b37e6f9412ab373b3715c124	macos	blocked	rate_limit	true	0.87
DEF2025_00002132	1,766,531,556,328	23.94.191.248	clean	Python-requests/2.31	c7b970e47be5dc36c77e05dbb78ced83cc85f9dd41905ff949bcc145f4c27512	gemini-1.5	execution	benign_query	1,945	0.495	false	3	29	7c0b159116e3ab6b6d34bcb2987d5fb855b8509f829aefc375d27cd7527a79ba	ios	allowed	rate_limit	false	1
DEF2025_00002133	1,766,538,455,889	218.15.121.88	clean	curl/8.1.2	e9bcfda910101913c68c43e90cc774d3dd13a8e828145d06515bde6253827d7c	claude-3	collection	membership_inference	3,890	0.791	true	2	20	e07d89e8fff82f9a728758fa8aaea481be95c103e2bef5d8fa09f0dc820b0854	ios	allowed	rate_limit	true	0.87
DEF2025_00002134	1,766,566,055,823	143.61.13.55	clean	Python-requests/2.31	04719b857f706d28e51d3b6cef783faf1b149beffa63280c38ce2518cf8a1602	gemini-1.5	exfiltration	benign_query	1,029	0.412	false	5	39	36371fc6ca3dbb2162a7af266a99508bc20d4c7e318be517372a6f6adf7d3d73	android	allowed	rate_limit	false	1
DEF2025_00002135	1,766,544,456,111	129.205.101.63	clean	Python-requests/2.31	e3c61926f869255044e826482ec8d44fcf50d0474bdbea883e3e8c7af6db9a82	grok-4	persistence	prompt_injection	3,679	0.822	true	5	49	0cec60d8213d53d0bdfe79a5d2b9223fc999abe0f0d124e9c00858f531ebc899	android	blocked	content_filter	true	0.96
DEF2025_00002136	1,766,540,016,011	171.52.166.155	clean	PostmanRuntime/7.32	00f5a94b34ae1c6bddff68b20b42e7e86367664d0c6c960e4579eb9e92117dda	grok-3	persistence	benign_query	919	0.853	false	5	29	59eb6be5d8154d6f745cb143988b2d980c5b371941c34c76520d6382a7e1e335	windows	allowed	rate_limit	false	1
DEF2025_00002137	1,766,524,415,510	191.252.47.78	clean	PostmanRuntime/7.32	3960a01a0b59e3a44656c8ac86b552b6a2b1d09f4a8a7b7175f66d58dcba7de1	claude-3	defense_evasion	benign_query	2,951	0.341	false	3	46	73d0e6851b60c45807fa67d3432bfd80cc4133a20cdf32d11c6dc2b1e136cc49	ios	allowed	rate_limit	false	1
DEF2025_00002138	1,766,518,775,782	156.159.177.249	clean	PostmanRuntime/7.32	9db6723a9127dc21eb82a3d4ebf70dd9fbb1bd4dd8c588098909e1767b5f71bb	gemini-1.5	execution	benign_query	3,923	0.793	false	5	50	e54759fea91aef08c03a6ea22abf43de033a0bd6f97f4d22ba059a5c5ae05a15	android	allowed	jailbreak_detector	false	1
DEF2025_00002139	1,766,555,075,818	161.139.103.251	clean	Python-requests/2.31	f3c25646e15c55dabb8276b150b0901de30d4b5b4526aea83b34220c7bbef1b7	claude-3	initial_access	prompt_injection	1,341	0.016	true	1	44	5f11ed1006f46ab57233d5a6590b4ccb17e6a434243cfc384117f7381cf58360	windows	allowed	jailbreak_detector	true	0.88
DEF2025_00002140	1,766,536,775,830	196.241.232.87	clean	PostmanRuntime/7.32	3cb4081afd1fd59d5f5f385252c1c88931e05dcff8be7e854fda53802577b911	grok-4	credential_access	benign_query	1,518	0.186	false	1	13	5dedb19e8a02a7ca60a321f5935beee318f44606c4214d21e873d68bf01889a2	macos	allowed	content_filter	false	1
DEF2025_00002141	1,766,552,615,912	169.255.36.175	clean	Python-requests/2.31	8de4b62493983718dfd28266c8c825b45affc774f8fe9e250b7c29d298e9e3e6	grok-4	collection	benign_query	2,003	0.482	false	1	21	9e32a6cf74cb4c3b110a92c8490d5eeacd0dcf1c0367b7472a966c0591050a17	ios	allowed	content_filter	false	1
DEF2025_00002142	1,766,551,655,905	49.94.30.200	clean	Python-requests/2.31	382fb6bdf668ad3f9d46ba33cc6f0471de928a78138aef0ccc681b6227ce97fe	gemini-1.5	reconnaissance	membership_inference	832	0.547	true	5	15	65f1ebd49d7929328e205b8937b097eb4ca6c9b276fc5425e53db40f8e4fe361	linux	allowed	content_filter	true	0.99
DEF2025_00002143	1,766,598,455,768	199.113.126.115	clean	Python-requests/2.31	530a25b014d80c7c2f9b36c9737c7b6e05d4ca1ae48936475771453b080b945d	grok-3	lateral_movement	backdoor_trigger	3,864	0.299	true	3	30	deea0310e2c693cb8d353a4cda9e4500f73b0581ce60f46696d249dbeb4bb6ba	android	blocked	toxicity_classifier	true	0.92
DEF2025_00002144	1,766,550,636,358	206.77.153.38	clean	Python-requests/2.31	96f64cf43cf85a255cdbe47397890c7d663edc09f621444cc34506e919fb0a27	llama-3	lateral_movement	benign_query	1,245	0.486	false	1	17	5f6a944817bdc893fdb43e17fb1819a4713ae81f6bec507eca3d2e96eb611f03	macos	allowed	rate_limit	false	1
DEF2025_00002145	1,766,603,436,297	150.124.105.124	clean	curl/8.1.2	dd86b26735bf66913db31aa254313f8e3bb3a97a1a9932fffaa825d46349b1d8	grok-3	exfiltration	adversarial_example	3,481	0.23	true	1	12	f12c9db55dc13a040612b828b2e7d0041a4e4b9b652c8a6df0f979755671df46	macos	blocked	toxicity_classifier	true	0.87
DEF2025_00002146	1,766,592,755,538	144.175.54.221	clean	Python-requests/2.31	cb3bb9c0ada8cfc95a24c5369829458c8595c47bcc0bb9c0202dae215342e374	claude-3	lateral_movement	benign_query	1,722	0.125	false	2	18	835380c99cc8d1ca62ab604f62cbdd785f586b8bbc876c9002000c3641019f64	macos	allowed	toxicity_classifier	false	1
DEF2025_00002147	1,766,592,756,024	128.205.32.122	clean	curl/8.1.2	7ac0728b3762cb7534f5ce5630f28d9d145bfda03bfedd8a9db8b4cf06c389e5	gemini-1.5	credential_access	benign_query	2,379	0.474	false	1	15	52de23c493d7d193cf5ed9735fc5210f54103b700a736efc503a881adbd37aab	android	allowed	rate_limit	false	1
DEF2025_00002148	1,766,529,876,326	78.137.137.75	clean	curl/8.1.2	1009ae31aaaf70c72ff86ab75d8661ff015ddf8d501f8715582e5edf868a3714	claude-3	reconnaissance	benign_query	2,741	0.659	false	4	10	985f7c6339c47cb985203dee61b6136a38be7c0b0c3700396f810abd2f8c9e51	android	allowed	jailbreak_detector	false	1
DEF2025_00002149	1,766,562,395,566	83.109.64.8	clean	curl/8.1.2	4527ab3a50db19759b682063650fca559430ec37690be0e0e3e96dfe67bdef99	claude-3	collection	jailbreak_attempt	3,776	0.76	false	5	41	c1fb8bdf65f9ba73b254221b6a2f92bded30650bd4a553b5c6b3b8ce424dd060	macos	blocked	rate_limit	true	0.89
DEF2025_00002150	1,766,564,015,621	81.37.165.81	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	f61e5c4f0232be0c021cba8122c4afd97d8fa952521426bd1c7d7d6c4ff486ae	gemini-1.5	impact	jailbreak_attempt	4,063	0.41	true	30	382	767c7bc8f904eb64f64c5f5fe84ecccef81bc23ab8b42fa7799b17fafd53beed	ios	blocked	content_filter	true	0.93
DEF2025_00002151	1,766,569,535,995	145.226.69.123	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	0f6afe2b2db0f946b72f0a127d890cf58618ca52d9f2967e02e29023cdea1c7c	llama-3	impact	prompt_injection	3,940	0.273	true	19	142	0686dfb85edbb9012dcdafdc28d96621b7512252f0e279e14ea53db94b74dc6f	linux	blocked	content_filter	true	0.88
DEF2025_00002152	1,766,542,535,527	150.58.138.151	clean	PostmanRuntime/7.32	ca745a52d4526c871b1f9d0a4ca4a599877a58457f17d5a374e348f0f2d51ebc	gemini-1.5	discovery	benign_query	583	0.05	false	3	50	bca1ef81a4b90e72a2060ebf1619ffafdcb5c95743b5175e18fe248242f95f94	android	allowed	content_filter	false	1
DEF2025_00002153	1,766,528,915,927	78.68.132.100	clean	Python-requests/2.31	f7ebc83bb9731b608e504adcd50ea6660a16a01e342d6ea67564cd0e93108ea6	llama-3	credential_access	benign_query	2,879	0.545	false	5	33	b16c23958284fef44d82133705889f8e0643804f912c7b52192882361d498b37	windows	allowed	rate_limit	false	1
DEF2025_00002154	1,766,599,715,606	98.199.159.28	clean	curl/8.1.2	5278cfb174fd4a939b90454ff7c944cea4a43e8518c2f1ba751849cc377e772c	llama-3	persistence	membership_inference	3,026	0.192	true	4	14	29c3b60ebb43747e71f76f5f2851badcdba35302979cad20ca7228dad4bc042d	windows	blocked	content_filter	true	0.97
DEF2025_00002155	1,766,518,775,608	147.102.23.32	clean	PostmanRuntime/7.32	cc7313aacd322e8ad40b60723d986714e81aa9099b154998b4948571367ca004	grok-4	reconnaissance	benign_query	3,907	0.814	false	2	17	e89f87e5f9501787a1de30f1a12c36e5f4f6d7e4144f038d60dd93b140f0f249	linux	allowed	toxicity_classifier	false	1
DEF2025_00002156	1,766,573,555,865	14.56.16.204	clean	Python-requests/2.31	efe1ea2296cb84a411fedc34078ebc93e916f0107d65d130f9e23cdc65723641	llama-3	lateral_movement	benign_query	920	0.739	false	2	26	3d48e237e5a7bbd2fe2c50a99cc65fa4b49ad45f14b0e1edef3a8e54bdb0bcd4	macos	allowed	jailbreak_detector	false	1
DEF2025_00002157	1,766,583,876,299	137.81.102.143	clean	PostmanRuntime/7.32	077c8f3040bb364b865a6e4ae9814a98a31e4eda93a574b03e2c595c1de2bd31	gemini-1.5	reconnaissance	benign_query	2,420	0.412	false	4	26	3c7689a8d8d428563d25a508dd3b9ff66c22eb636a544247736568dc39e1f1c7	android	allowed	content_filter	false	1
DEF2025_00002158	1,766,552,315,956	107.9.14.67	clean	curl/8.1.2	5b71fdc636b3b3097dd698467a1ce653e806681c5cd19b1775a1c0404404508b	claude-3	persistence	benign_query	782	0.92	false	5	19	a9a5437bb26f6cd433ab712b79d5b9b0df5621f87908dce0a078f7d557fa95c3	android	allowed	content_filter	false	1
DEF2025_00002159	1,766,559,996,406	190.215.176.240	clean	PostmanRuntime/7.32	39c983a67acc33f46e6819bc0c14b29ffb7c981706192efda54d33556097e21d	grok-4	initial_access	benign_query	2,319	0.119	false	1	15	fcab370e45d942a3f6a5e18182ab13abd7074b3020aa36ac8074d5ba5128279c	android	allowed	jailbreak_detector	false	1
DEF2025_00002160	1,766,561,016,252	169.231.215.130	clean	Python-requests/2.31	32521c4b68327f3df78dd3d1f9787aeeebe915f8c236303fcaed044729e185cf	grok-3	execution	benign_query	693	0.932	false	5	20	52f5a2d08d2036d575791a9c0cf7cf46ed1416d623f82cd01781c83a31288313	ios	allowed	rate_limit	false	1
DEF2025_00002161	1,766,596,716,225	10.168.43.154	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	2d608f308cb8d4c10ed06b38703b74aea3be49e67a82af2b5996156ee228fdbb	grok-3	discovery	backdoor_trigger	3,966	0.918	true	12	57	c92dbd001659a7f307d4f12fc9cacea6d25827d8aa09d01617e7f6f8837af454	linux	blocked	content_filter	true	0.95
DEF2025_00002162	1,766,536,895,910	168.250.29.220	clean	PostmanRuntime/7.32	0d0003ab13263d4b6f4175655a6ac3822c9a2a3a463970a57d2d40c5f082c951	grok-4	credential_access	jailbreak_attempt	2,155	0.139	true	5	43	305ce51d5450afaa70d07c2114776d48de058e7abb7b6b5fe22aebe3314391bb	windows	blocked	jailbreak_detector	true	0.92
DEF2025_00002163	1,766,535,996,019	162.37.143.67	clean	curl/8.1.2	537dd34c77d425beef00a8b3b404457db66419c7ce8f75c8345e6cd519824ffd	llama-3	collection	benign_query	3,564	0.753	false	1	12	9c57502faf189d6cd35058ee160d6f0efea1b743dba74d7eb11d6805d0f77fe8	macos	allowed	toxicity_classifier	false	1
DEF2025_00002164	1,766,539,595,871	67.68.67.51	clean	PostmanRuntime/7.32	670eba9056a63fd0a4354f25fb60f4f062bb9d686cfb21360672f2043202168e	gemini-1.5	impact	membership_inference	2,491	0.631	true	5	11	9c7c2ac96d1c25a221150879ad1b8ea272467ef37d77b75e9008c1c042847998	windows	blocked	rate_limit	true	0.9
DEF2025_00002165	1,766,527,956,416	208.185.5.120	clean	Python-requests/2.31	eb5c1ab638f21929f2d4277b95b0318ea8ceae6714db34420ba6845b6e295327	gemini-1.5	persistence	benign_query	3,916	0.356	false	1	24	1c539069ee25528353c96e49b3f9cdbd7210f1c808ef1a26587a96234ca1e243	android	allowed	content_filter	false	1
DEF2025_00002166	1,766,548,056,253	205.254.122.201	clean	Python-requests/2.31	997d768dffb958619acee4f6c51e5445647fc651b5ad91e66543bcf9974818c6	claude-3	discovery	benign_query	3,109	0.43	false	2	18	ad9faaf0eea134df34198a03f3e0cf1dd2742d8932009d10d2eef749960ce449	android	allowed	content_filter	false	1
DEF2025_00002167	1,766,583,636,241	13.88.154.195	clean	PostmanRuntime/7.32	5daaa9817cf2036afb0ad4a710eaffc9d69ceb933bec878dae42c486cbb8b6b0	gemini-1.5	credential_access	benign_query	944	0.884	false	5	33	020fda8742cdb92a310e1db1a47784a292cabd340b58a7ab85939201a6273d15	windows	allowed	content_filter	false	1
DEF2025_00002168	1,766,550,696,407	105.112.252.183	clean	curl/8.1.2	b2f8863707a72cd682e726aa29676a061197c5057e850181ee605f25878852e3	gemini-1.5	discovery	benign_query	2,073	0.532	false	2	46	2b28c263f5d593fd1ff594d15011f40396be66047c28d2a65a88bb44b477598b	linux	allowed	jailbreak_detector	false	1
DEF2025_00002169	1,766,532,815,882	133.1.3.58	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	a46233be6ef971a66864bb07cd16915afb2c84c7a4d030b50fb1d20ca64b853e	grok-3	execution	model_inversion	1,115	0.989	true	27	240	6f0c4595b4efea97c241757010ab33631579a94185fe7fa42679c75576b05dd8	linux	blocked	rate_limit	true	0.94
DEF2025_00002170	1,766,533,055,675	198.178.40.149	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	50dafe2fdf6d43cb1c34ef4515474014a9623064ce417fce607b7e40135e8073	grok-3	lateral_movement	data_poisoning	2,783	0.973	true	13	231	06adf9b2e48f6f712446d645a1c3247aa1a4a177beacee20f3c6e5587033c206	linux	blocked	jailbreak_detector	true	0.97
DEF2025_00002171	1,766,518,355,557	101.16.124.177	clean	PostmanRuntime/7.32	c01276b7425e8a0e56606faa782ca56727912b5d21f526b96674d7b64dc680e7	claude-3	impact	model_inversion	1,662	0.235	true	4	35	38c79988bf133d57ca9009e996f1f5edfe1fc54ae6940e2c22ed8ee36db56557	ios	blocked	jailbreak_detector	true	0.95
DEF2025_00002172	1,766,545,416,348	148.219.149.166	clean	Python-requests/2.31	6acc0e713e017ef0cfe81d11d2ade4276db4b637d97d3111db26205ca48a88fd	claude-3	discovery	model_inversion	2,467	0.315	true	3	22	2bc9083c8e45a5a559738b0e455ebd57527a2ba9f83a45ab68b555e261bf65ba	linux	blocked	toxicity_classifier	true	0.87
DEF2025_00002173	1,766,596,355,794	55.61.27.175	clean	PostmanRuntime/7.32	716792d29ff3bc2b133082502472a5ea0f73797b4569e746b99528ea91972185	grok-4	collection	benign_query	2,578	0.597	false	1	21	a744ea393dee3e1b28ac50666b641840cbe1b8c62e661975b80bd9bdf9ae3440	macos	allowed	toxicity_classifier	false	1
DEF2025_00002174	1,766,563,175,876	210.188.24.139	clean	Python-requests/2.31	0e441a15b9224e6b1c87ee3aa459e0a8399591ae421e398152c4f12ce8fbf375	grok-3	initial_access	benign_query	1,404	0.417	false	1	21	81bb9fe36b81b59faa7d7dc4f527207e03459dd23b9951a8e23a9c4164bfe2c3	ios	allowed	content_filter	false	1
DEF2025_00002175	1,766,600,736,175	198.66.224.143	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	04570441cfa78f43ae9a82f14843f13aa214776bb969a815a6edaeb9446675f2	llama-3	credential_access	data_poisoning	3,260	0.901	true	7	264	6d19480ea5f3375685bee0e4b0684c959c6efafbf3cfac959ae9f0338896bbe2	linux	blocked	toxicity_classifier	true	0.87
DEF2025_00002176	1,766,572,956,176	23.114.139.240	clean	Python-requests/2.31	981a135feb2be782458201a4ec25c03a82638926e587fc2388c7c243c42068d0	claude-3	lateral_movement	data_poisoning	1,328	0.16	false	4	42	fa8666f5f56a099332502c959d5e4c9b4b8e9caa05be989b221d6f2839526634	ios	blocked	content_filter	true	0.86
DEF2025_00002177	1,766,541,516,520	137.202.190.3	clean	curl/8.1.2	f1a6c62d0c1a7bf528718d27458d61b3bec2ec36317c5146df5ae4e3e11ae535	llama-3	execution	adversarial_example	1,381	0.866	true	2	16	3d077fd7d4d7d3c5dc661134f3acfb59d20e7eabb469274fea39101fbab64f4e	android	blocked	content_filter	true	0.88
DEF2025_00002178	1,766,577,276,346	29.29.117.193	clean	PostmanRuntime/7.32	f51c4798034cfd34404d9f2e8e3a278383e6f03db85c4e8e79b0bacbbaea0c91	claude-3	reconnaissance	benign_query	1,008	0.173	false	2	29	5375bfb00f2ef4d330a4859c2317536ae2e829a42fc2f02d7d9a97cf750eafaa	macos	allowed	jailbreak_detector	false	1
DEF2025_00002179	1,766,570,376,063	107.28.32.10	clean	Python-requests/2.31	e9c63e59d774e83e8a09a17a83a041a27d102c852d32b97b8de3176551b32e66	llama-3	impact	membership_inference	3,970	0.658	true	5	17	ef1b3520712461862caf9288e6f18dac4dcda29b7c6689dbcf1685a8b1dc5930	ios	blocked	content_filter	true	0.94
DEF2025_00002180	1,766,520,935,647	16.42.135.235	clean	PostmanRuntime/7.32	d424b65b927ef8d96d0dca759ddd6a9d099f6cebeba775095a4ee4ee5b706eb9	grok-4	discovery	jailbreak_attempt	1,100	0.272	false	4	40	3096959777fa77cd6460e99e8b31175533b88a36000bc8fcfcd8ceb6ef6f273c	ios	blocked	content_filter	true	0.97
DEF2025_00002181	1,766,548,236,071	151.173.128.242	clean	Python-requests/2.31	13897923088ead551bc44ce9711ba518a53d6c9bcb3fefae73d690009b5d87ef	claude-3	impact	benign_query	2,783	0.967	false	3	30	7a853a76f2284095f91b37ce4b0ecb5e5c897486325ca87f5a9de828d4ed06b2	windows	allowed	content_filter	false	1
DEF2025_00002182	1,766,546,975,591	8.22.22.185	clean	PostmanRuntime/7.32	e19d6903ff1edc3c4cc98338dbaff928ee6b01d46d8cc9baee8081a9c963a61a	gemini-1.5	discovery	jailbreak_attempt	1,256	0.69	true	2	34	5c490276d9e9cb5e74ba53f7324ceeb90ee1f0f1e396105488d7bad26baed038	ios	blocked	rate_limit	true	0.89
DEF2025_00002183	1,766,586,395,649	69.230.160.14	malicious	Mozilla/5.0 (compatible; EvilBot/1.0)	8db5816ed84b2e0b89c4a662cfbf6ea141d6c28a45c641c72ee2b80df1a72c4f	grok-3	impact	membership_inference	687	0.286	true	7	257	a6cfc41624ac158b85f5b4ac4726a7921d1d13083a66a102d4d460302d88ba89	macos	blocked	jailbreak_detector	true	0.92
DEF2025_00002184	1,766,591,555,925	192.59.80.241	clean	Python-requests/2.31	1685f27905129b0bf7e9963cba6c268d7afc2360df2e4ade6a6dbfbcfbd41622	claude-3	execution	benign_query	3,855	0.393	false	4	28	d5f29f786207f298848caa03147e9fbc7f97ede42743c80b147b52dadaf825cb	linux	allowed	rate_limit	false	1
DEF2025_00002185	1,766,550,576,120	123.74.221.189	clean	PostmanRuntime/7.32	a30083634da942dbd1d85487bbab531fbb8e5adff8f8cfee957a78ca09c31fc7	claude-3	impact	model_inversion	3,595	0.332	true	4	11	c0948f76c1163bef6f407ac8f5b0785a667315997bb6f26a53c7a0f9aef4765e	windows	allowed	rate_limit	true	0.86
DEF2025_00002186	1,766,600,016,168	118.182.58.185	clean	PostmanRuntime/7.32	40743918cabc09c897e4fbb53e8bb91d002c6db702995b90e1e7a6ada3616470	gemini-1.5	exfiltration	benign_query	1,158	0.307	false	5	15	98c52c39ec70a5ddce5d3f24c9e4366ae61da3b67a9e32f988161ff5a2b52c45	ios	allowed	toxicity_classifier	false	1
DEF2025_00002187	1,766,559,455,925	192.158.120.30	clean	Python-requests/2.31	f3eb364bc16ab33fd9b2d7c8edc9d5a4a4a267ceca89c1fd6a45cb809c056845	gemini-1.5	credential_access	benign_query	577	0.616	false	2	34	fdcceaf998279b650cb90a7cbf8c1b41a6e604f11c0ae0ab626a717c98584426	windows	allowed	toxicity_classifier	false	1
DEF2025_00002188	1,766,520,276,371	127.222.208.224	clean	curl/8.1.2	21a17f88dc26670fff2e787adcec62831a5e411f3dd4db009a210f9154551eb3	claude-3	reconnaissance	benign_query	2,308	0.969	false	4	11	3af85574991c6e8b051b355f2ac1ed9983cade65eda5234c7c1931b02b114ab4	linux	allowed	toxicity_classifier	false	1
DEF2025_00002189	1,766,600,256,264	107.207.201.101	clean	Python-requests/2.31	7185298afaf51597dc2d0bf785cd2fdc822d3e6f3e37985d13c51244c987f2d1	grok-3	discovery	benign_query	2,572	0.447	false	3	18	6fc821acfca410bddaba77a2dbe4123571b96cf870503cc608b9b133359eb7f5	windows	allowed	toxicity_classifier	false	1
DEF2025_00002190	1,766,555,435,730	148.90.62.231	clean	Python-requests/2.31	01ff25c6fdd97af0d3d7671bc32a8ca714698ccdaf1272934c84425e05f0b1e8	claude-3	exfiltration	jailbreak_attempt	1,364	0.994	true	1	10	2ff9eb7fb947c9789e68d6ae5123a0a302a32ba9f4cffcaaed1b8b656a0440e4	android	allowed	rate_limit	true	0.93
DEF2025_00002191	1,766,575,056,201	206.172.230.132	clean	curl/8.1.2	55c372a2c6b0a37738763028c31bfd3224daff1a94cca697a55134fb21e69759	gemini-1.5	reconnaissance	benign_query	1,503	0.35	false	1	18	89a7f2e37d063a3e9830f8ceab3d584b66619f305bdd07bc7abf927b5f4939d2	macos	allowed	content_filter	false	1
DEF2025_00002192	1,766,572,955,704	192.170.19.4	clean	curl/8.1.2	3dbad5974c911ebf1b1af42c1b6659b0c598bb19fc4eae1ba10a6f0a3c6a2b77	llama-3	initial_access	benign_query	3,702	0.583	false	2	12	7b8e88742ef0e03fff00a5b25bf2b99565e48cd8b4d654ebfb75bf781199251d	ios	allowed	toxicity_classifier	false	1
DEF2025_00002193	1,766,531,496,061	166.26.156.59	clean	curl/8.1.2	dbe368d00bbc129e3a08c25aaf51194211100e869013168174c55512524ae626	grok-4	exfiltration	benign_query	1,496	0.216	false	3	27	7ad84cb50802482075d0e14b7baa3b19ab06133e32e8a8b2aeab8e4146b23d3b	windows	allowed	rate_limit	false	1
DEF2025_00002194	1,766,548,835,622	23.207.183.2	clean	Python-requests/2.31	ec03b1d843af9aad5845170547dad59f535986a02014e989e92f6f8d776d56dd	gemini-1.5	collection	benign_query	3,825	0.186	false	5	42	fafab48f75784be8db08af0d6a0be170f910a2d2835f843a3f30327367f138a7	macos	allowed	jailbreak_detector	false	1
DEF2025_00002195	1,766,519,735,711	19.177.144.91	clean	PostmanRuntime/7.32	a432ae819fd5768edc2a7781bd62e6f6c7430135999247ee2b2d786488cee13e	llama-3	exfiltration	backdoor_trigger	3,471	0.374	true	5	23	89406d285cfa26b3a0d28e23cf20f52183be127413a91dcbb025455b7949c9d5	android	blocked	jailbreak_detector	true	0.98
DEF2025_00002196	1,766,526,275,837	223.52.61.86	clean	PostmanRuntime/7.32	d542cd605528d19d420e6df12c7dbe14eb7f50e7f78a5a05d3fe58d3f6e4f4ac	gemini-1.5	impact	adversarial_example	3,221	0.539	true	2	38	3f1c72286cf846d96ee2d416df39911f1421297876209397019ca1886a76ef8c	linux	blocked	toxicity_classifier	true	0.92
DEF2025_00002197	1,766,594,976,064	154.101.90.225	clean	PostmanRuntime/7.32	792b86c00c94f8756044697903294ac2f7bc2ac59cce917db41e0606e468c58b	gemini-1.5	defense_evasion	benign_query	581	0.362	false	3	35	c4b426516ba96d06019ab650ead7ea4f8213a8ed66bfe71755ef2e0105f3fc04	android	allowed	jailbreak_detector	false	1
DEF2025_00002198	1,766,525,316,016	208.223.248.21	clean	PostmanRuntime/7.32	d4ed68f3a77076cffc7b342c27a62bd763eea0f5797391bc7f83eff106b3c986	claude-3	execution	benign_query	1,587	0.419	false	5	35	f1d27a1ef11434179e8ab54a167b35b921fab5b9766149ee27f6eaaf9e95f5d8	ios	allowed	jailbreak_detector	false	1
DEF2025_00002199	1,766,555,616,036	145.240.138.148	clean	PostmanRuntime/7.32	73736afb5b73ac22046c883900bd8f54907634a2f4a66531fd7eaaab0d72a987	llama-3	credential_access	backdoor_trigger	2,514	0.701	true	5	37	706f01357f8c6e5916bc93a3c4eb3adab8878c8603b9130f576b8e450900ad82	macos	blocked	rate_limit	true	0.98

DEF2025_00002100

1,766,592,756,141

94.79.41.123

clean

curl/8.1.2

ef3cf774f387726cfe018b3701bdc3b7ee161afe135caadf1f7bd50c458f74f8

llama-3

persistence

benign_query

1,455

0.811

false

4

41

5f46488fe1db2c22fd1e1dcb0d74752c8634778980a9b798826c05673088fcca

windows

allowed

rate_limit

false

1

DEF2025_00002101

1,766,572,955,799

145.162.73.203

clean

Python-requests/2.31

66cfc0efa413ffcc2dfebf2c5e1c64b9de17e6ee36374ff3b67c48ae4be4d59c

llama-3

exfiltration

benign_query

1,578

0.745

false

2

42

2aee9c11b86937b1b0f72d27ae792a1ee81654004f1ef3688b69e484afb3f6d4

linux

allowed

toxicity_classifier

false

1

DEF2025_00002102

1,766,540,435,556

10.104.17.245

clean

Python-requests/2.31

f738bb138d33fcf670fa344f4f7840e67d4e1b90c8dd30e52a25eb4f0f0ccccb

claude-3

collection

prompt_injection

2,044

0.71

true

5

25

b934ab4c9460ae9c4a1e4ff939c483496feeb22640a0e796b2f397c496d89396

windows

blocked

toxicity_classifier

true

0.87

DEF2025_00002103

1,766,532,455,540

41.247.40.57

clean

Python-requests/2.31

46b5fe92cb3f6562cd6fdac0601eab6bbcb6851047bb6e3614ed20240ddc8ac1

grok-4

defense_evasion

benign_query

516

0.909

false

2

36

8f6ec86b065d0fdf4747ed40ed962c57cc369d2bbdd48b2987e56c9ce1557855

windows

allowed

rate_limit

false

1

DEF2025_00002104

1,766,548,295,885

175.99.70.223

clean

Python-requests/2.31

78efcb6850d80a5a85419cba01e51d8bdcb2b70b80dbffd2f952372fb5bf56ff

gemini-1.5

collection

benign_query

1,282

0.914

false

4

11

beb46bc32b5a16d7337514e06f726c207edbf7f159f201da7b405945868f0b73

macos

allowed

content_filter

false

1

DEF2025_00002105

1,766,531,795,811

105.65.227.55

clean

Python-requests/2.31

8a0226de0b6e4b259f07005911bb073b3f89823b41e273ff0507194fad162fcf

llama-3

defense_evasion

benign_query

1,561

0.008

false

5

35

3aeaa02aa653016847b6a14f27228af38a83ca1e78711f48347800f832b521c0

ios

allowed

content_filter

false

1

DEF2025_00002106

1,766,585,195,361

51.95.100.167

clean

Python-requests/2.31

10c091c1a7d6b7ed4caae014cd1f776fe7f0b85a8aacdab838b0b848dbb00630

gemini-1.5

defense_evasion

benign_query

3,602

0.183

false

3

33

eed45c1fd6ad98c9638924517957a6a5c2ccefe1232631bb2454a2302488a75e

windows

allowed

content_filter

false

1

DEF2025_00002107

1,766,568,575,778

151.210.179.16

clean

curl/8.1.2

7b643c9f9732164ca356663663538b81c37b2807a6a771203502743201129a57

claude-3

persistence

membership_inference

2,108

0.971

true

3

48

9aadd40225973d3f8b7b2e3c06b83f150abd3367f731f44daebc1c82ea22a3c2

windows

blocked

content_filter

true

0.86

DEF2025_00002108

1,766,524,535,730

151.222.89.192

clean

Python-requests/2.31

7a1b54d1216387b77ad2b30bad7a5f3bca246c8f67a0f059767491d675e42bed

gemini-1.5

exfiltration

benign_query

1,134

0.711

false

5

34

d9b1f03d46ff05fef9b2e56879593ee21a6f6ed18369c4479e28a2cba7223169

android

allowed

toxicity_classifier

false

1

DEF2025_00002109

1,766,518,416,172

66.219.179.251

clean

curl/8.1.2

360cd7c06a7928c722939c6ea579271848b31d5029dd565565320fb381f92cc8

gemini-1.5

collection

benign_query

546

0.799

false

5

23

6632a048a6846c8ae1bc7e61ca08a9e6c2759149e19f5d6a58021aea61dc0215

windows

allowed

content_filter

false

1

DEF2025_00002110

1,766,569,835,754

183.16.240.232

clean

Python-requests/2.31

d58ffc48c83ff75b6c6bab2938d27342c5ea6397f24366be1dfdb55befeea423

claude-3

persistence

adversarial_example

3,378

0.016

true

3

35

502f7bff5aa09b30c01bbf950ceb9bbf50d2a8b5a557750f1d5e24be2436d1d2

macos

blocked

content_filter

true

0.98

DEF2025_00002111

1,766,598,515,779

131.154.33.4

clean

Python-requests/2.31

d79a2d13827a5f67a731ccdf96bc9d4c350101f85cd4dd95d5bc015ddf31699c

grok-3

exfiltration

benign_query

828

0.266

false

2

24

3bf00aed82f1637c63eb739e5bb69d2aad6fa61997f896c3fe6acb91e6393279

windows

allowed

toxicity_classifier

false

1

DEF2025_00002112

1,766,584,055,380

186.67.101.26

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

d16eade098caae516d2c924c9f5580fb8a1bdaf6b5248c2964668a3ed0fa737d

claude-3

impact

membership_inference

2,308

0.069

true

27

101

98b43f7c5ffba1c80fca25a4888fb358f7fcaa88382c1b671ed5ab61ca62809c

android

blocked

rate_limit

true

0.89

DEF2025_00002113

1,766,519,976,186

104.25.181.246

clean

Python-requests/2.31

2b761a4badb0bcd0f2fe260742133cd8a63fc2b585653bca7c8df988154e2891

llama-3

reconnaissance

benign_query

2,708

0.386

false

1

12

448bae8034e339d8cc2a6802acaa1069302a766a63aa7ba2a671e58078b0aef4

ios

allowed

content_filter

false

1

DEF2025_00002114

1,766,551,835,804

20.30.164.6

clean

Python-requests/2.31

8874bb9dd214829bde64123fa2d15f6a624f285bd25546a87769d055277260fe

llama-3

initial_access

benign_query

605

0.841

false

2

44

0e0c4803a5dd60158f7ca2ecd92b51e99e7d4a2900fe14b18fd1aaf39485015b

linux

allowed

toxicity_classifier

false

1

DEF2025_00002115

1,766,602,296,049

213.39.147.68

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

6006adcadaf91b379e81cf762eb9543b5c474f8a9c2b3bb32f542101b0683baf

grok-3

execution

prompt_injection

1,805

0.503

true

21

360

fff35d793910ba52c72725c764a0e3ceba1e46f48e88aad1d882a47eb25845c6

windows

blocked

rate_limit

true

0.96

DEF2025_00002116

1,766,592,635,616

51.244.47.227

clean

PostmanRuntime/7.32

ed6c26f60b9169b168128879480eb98f8be48e3d1da3487d61662ebbdb498fd6

gemini-1.5

reconnaissance

benign_query

2,443

0.989

false

1

33

1bb5b2d64d0545eb28ed44633abd160f47a0fb3470ce2322924e69a7afec1743

macos

allowed

content_filter

false

1

DEF2025_00002117

1,766,550,396,049

211.50.169.228

clean

curl/8.1.2

89f0c61338a807d011c3c23dee99049b593125a25cbb67f8755dc17a923df5c0

grok-4

defense_evasion

benign_query

1,375

0.537

false

5

50

45abbe65908b578980f50ad3df78665166c4a4135cf1c09d019a22e74fe0101c

macos

allowed

content_filter

false

1

DEF2025_00002118

1,766,549,735,539

72.145.132.30

clean

PostmanRuntime/7.32

95dd2f5b1a874e70d8188fa942c0e472fc620173b55e2f0f0c0885d4fe0e8473

gemini-1.5

collection

prompt_injection

2,677

0.091

true

5

39

ecb1888b6abb7531a323b1588731d24a04964d3b8252a5cf9dde58f3d1f47925

windows

blocked

content_filter

true

0.99

DEF2025_00002119

1,766,558,196,333

46.45.164.144

clean

Python-requests/2.31

623f3507a95d198fa5af1f1a68c8173372dd13be9203c728c7f5281668b18069

grok-4

credential_access

benign_query

2,274

0.93

false

3

39

01cfe0af4e7c43f5572090b3097bc9d45efef986abf4e2aa6859fcb19753f7a6

windows

allowed

content_filter

false

1

DEF2025_00002120

1,766,588,316,063

39.75.29.120

clean

Python-requests/2.31

90b957a221c008c47d0a0cc35c84fce39387807ec709dc17065f0436de4857cd

llama-3

lateral_movement

benign_query

3,770

0.617

false

2

23

40a7169b62f993131896a868d4c7d5c72f8d15c1f4761580806b9e9a32cc0e5a

ios

allowed

content_filter

false

1

DEF2025_00002121

1,766,523,936,124

111.207.92.150

clean

curl/8.1.2

6349b9700c71519668c620651a677427c8f24796689246f7dc4f4937f9a45ac8

llama-3

persistence

benign_query

1,511

0.727

false

3

31

5dad526678d052b1c56ecb630225be40d0d7f4e7eac6116051b81149b13b1405

ios

allowed

rate_limit

false

1

DEF2025_00002122

1,766,536,236,114

175.41.0.86

clean

PostmanRuntime/7.32

6e19857e72506204b5f26c9b1ebd5b4ddbfb99f1e175226792a397195b81df5f

llama-3

execution

benign_query

965

0.009

false

1

25

a9aafafd0609a9d8f000cfd7f9dcbcd4ab5e70f6b23abb94b9b4fb4c1ab5b3f7

macos

allowed

toxicity_classifier

false

1

DEF2025_00002123

1,766,599,055,967

203.108.208.217

clean

Python-requests/2.31

7ea24bc7ef44e4db42d883890d7658b16cc6b5f7af10994a43fa0697fb905eeb

grok-4

lateral_movement

benign_query

772

0.447

false

1

35

542571c55c042db09bfaefef8fbcc6fed11ba5a2098ea5128ee18ea7baada075

android

allowed

toxicity_classifier

false

1

DEF2025_00002124

1,766,562,515,946

16.165.114.253

clean

Python-requests/2.31

9da2e40812f722af2b9b5ddc299eb3b82d962e1bff8c01561d1fcfa22215e372

claude-3

reconnaissance

benign_query

3,725

0.042

false

2

12

0e466985aef7427cd3b084b2f9dcdb83622c30a4bb75311a0599951a2ae091a7

ios

allowed

jailbreak_detector

false

1

DEF2025_00002125

1,766,535,215,762

24.63.228.204

clean

curl/8.1.2

ed9aff4865b412558581bc54f764ced561b5491b5607e14506ce562d168167bd

claude-3

persistence

benign_query

4,031

0.514

false

1

39

aeb282976e3feb6cb9b2be36fb54964cf77db4446964b4a0ffdbe8bdb3845b57

android

allowed

rate_limit

false

1

DEF2025_00002126

1,766,524,175,848

168.142.126.216

clean

Python-requests/2.31

8cabda817a60414590a2898b0182ef63c695e9c027063b7680ba71c0e2a59fc4

llama-3

persistence

benign_query

3,565

0.441

false

1

35

8f3b736ee805bb5afba7d5ca8b9f4d0bc5aa8bb4095649e49cbbb814f1ff87cd

linux

allowed

jailbreak_detector

false

1

DEF2025_00002127

1,766,581,716,175

80.191.237.174

clean

curl/8.1.2

0e5aa454c912133740b5d623f362d22a3127249965f39fe6dbb5d34b52ff1959

llama-3

exfiltration

model_inversion

2,680

0.066

true

5

49

85ca5b2ae88ee1a17689337ad5138905362be664ed3fc4818b560a508fc99048

android

blocked

rate_limit

true

0.98

DEF2025_00002128

1,766,552,555,467

201.218.127.79

clean

Python-requests/2.31

5abc2b83bd58d449f9cce9926445d3063b1ced773172c9b2eb2758219b2de1bd

grok-4

credential_access

prompt_injection

2,724

0.227

true

1

27

782a98d0e5619efb03140caba435ff11bba7a58a9547f766c5ab2997aae9aaf1

linux

blocked

rate_limit

true

0.89

DEF2025_00002129

1,766,597,255,833

124.82.15.161

clean

Python-requests/2.31

efa527238912e7519c039c935d5d15afc17da5afafdd72652137b3d3deb57b42

claude-3

execution

adversarial_example

3,474

0.849

true

2

48

c2a6ff9256dd1e426e1c0d3bfb3462dbf1393dfadbbbefc3e3bcc9fa9cd9bc07

android

blocked

content_filter

true

0.95

DEF2025_00002130

1,766,581,956,053

84.158.22.128

clean

PostmanRuntime/7.32

fef2a113a3509b34af8e0fdefd5887dad8ae2de601a71d3ead5bd0bb17d63e2e

claude-3

impact

benign_query

609

0.479

false

3

29

06c1a7b94bc215d68f16a85209983a1cca59c464ef1ccf4fcd0cef538096ec97

linux

allowed

rate_limit

false

1

DEF2025_00002131

1,766,586,216,298

198.43.225.80

clean

Python-requests/2.31

7e760d88569a5c08fced04c0a1bcfc8313a42d42250008ccc55ee5357012b152

llama-3

exfiltration

membership_inference

3,080

0.233

false

4

17

51684a72f2e4f0a7fe41aaf2fd50fe2786515249b37e6f9412ab373b3715c124

macos

blocked

rate_limit

true

0.87

DEF2025_00002132

1,766,531,556,328

23.94.191.248

clean

Python-requests/2.31

c7b970e47be5dc36c77e05dbb78ced83cc85f9dd41905ff949bcc145f4c27512

gemini-1.5

execution

benign_query

1,945

0.495

false

3

29

7c0b159116e3ab6b6d34bcb2987d5fb855b8509f829aefc375d27cd7527a79ba

ios

allowed

rate_limit

false

1

DEF2025_00002133

1,766,538,455,889

218.15.121.88

clean

curl/8.1.2

e9bcfda910101913c68c43e90cc774d3dd13a8e828145d06515bde6253827d7c

claude-3

collection

membership_inference

3,890

0.791

true

2

20

e07d89e8fff82f9a728758fa8aaea481be95c103e2bef5d8fa09f0dc820b0854

ios

allowed

rate_limit

true

0.87

DEF2025_00002134

1,766,566,055,823

143.61.13.55

clean

Python-requests/2.31

04719b857f706d28e51d3b6cef783faf1b149beffa63280c38ce2518cf8a1602

gemini-1.5

exfiltration

benign_query

1,029

0.412

false

5

39

36371fc6ca3dbb2162a7af266a99508bc20d4c7e318be517372a6f6adf7d3d73

android

allowed

rate_limit

false

1

DEF2025_00002135

1,766,544,456,111

129.205.101.63

clean

Python-requests/2.31

e3c61926f869255044e826482ec8d44fcf50d0474bdbea883e3e8c7af6db9a82

grok-4

persistence

prompt_injection

3,679

0.822

true

5

49

0cec60d8213d53d0bdfe79a5d2b9223fc999abe0f0d124e9c00858f531ebc899

android

blocked

content_filter

true

0.96

DEF2025_00002136

1,766,540,016,011

171.52.166.155

clean

PostmanRuntime/7.32

00f5a94b34ae1c6bddff68b20b42e7e86367664d0c6c960e4579eb9e92117dda

grok-3

persistence

benign_query

919

0.853

false

5

29

59eb6be5d8154d6f745cb143988b2d980c5b371941c34c76520d6382a7e1e335

windows

allowed

rate_limit

false

1

DEF2025_00002137

1,766,524,415,510

191.252.47.78

clean

PostmanRuntime/7.32

3960a01a0b59e3a44656c8ac86b552b6a2b1d09f4a8a7b7175f66d58dcba7de1

claude-3

defense_evasion

benign_query

2,951

0.341

false

3

46

73d0e6851b60c45807fa67d3432bfd80cc4133a20cdf32d11c6dc2b1e136cc49

ios

allowed

rate_limit

false

1

DEF2025_00002138

1,766,518,775,782

156.159.177.249

clean

PostmanRuntime/7.32

9db6723a9127dc21eb82a3d4ebf70dd9fbb1bd4dd8c588098909e1767b5f71bb

gemini-1.5

execution

benign_query

3,923

0.793

false

5

50

e54759fea91aef08c03a6ea22abf43de033a0bd6f97f4d22ba059a5c5ae05a15

android

allowed

jailbreak_detector

false

1

DEF2025_00002139

1,766,555,075,818

161.139.103.251

clean

Python-requests/2.31

f3c25646e15c55dabb8276b150b0901de30d4b5b4526aea83b34220c7bbef1b7

claude-3

initial_access

prompt_injection

1,341

0.016

true

1

44

5f11ed1006f46ab57233d5a6590b4ccb17e6a434243cfc384117f7381cf58360

windows

allowed

jailbreak_detector

true

0.88

DEF2025_00002140

1,766,536,775,830

196.241.232.87

clean

PostmanRuntime/7.32

3cb4081afd1fd59d5f5f385252c1c88931e05dcff8be7e854fda53802577b911

grok-4

credential_access

benign_query

1,518

0.186

false

1

13

5dedb19e8a02a7ca60a321f5935beee318f44606c4214d21e873d68bf01889a2

macos

allowed

content_filter

false

1

DEF2025_00002141

1,766,552,615,912

169.255.36.175

clean

Python-requests/2.31

8de4b62493983718dfd28266c8c825b45affc774f8fe9e250b7c29d298e9e3e6

grok-4

collection

benign_query

2,003

0.482

false

1

21

9e32a6cf74cb4c3b110a92c8490d5eeacd0dcf1c0367b7472a966c0591050a17

ios

allowed

content_filter

false

1

DEF2025_00002142

1,766,551,655,905

49.94.30.200

clean

Python-requests/2.31

382fb6bdf668ad3f9d46ba33cc6f0471de928a78138aef0ccc681b6227ce97fe

gemini-1.5

reconnaissance

membership_inference

832

0.547

true

5

15

65f1ebd49d7929328e205b8937b097eb4ca6c9b276fc5425e53db40f8e4fe361

linux

allowed

content_filter

true

0.99

DEF2025_00002143

1,766,598,455,768

199.113.126.115

clean

Python-requests/2.31

530a25b014d80c7c2f9b36c9737c7b6e05d4ca1ae48936475771453b080b945d

grok-3

lateral_movement

backdoor_trigger

3,864

0.299

true

3

30

deea0310e2c693cb8d353a4cda9e4500f73b0581ce60f46696d249dbeb4bb6ba

android

blocked

toxicity_classifier

true

0.92

DEF2025_00002144

1,766,550,636,358

206.77.153.38

clean

Python-requests/2.31

96f64cf43cf85a255cdbe47397890c7d663edc09f621444cc34506e919fb0a27

llama-3

lateral_movement

benign_query

1,245

0.486

false

1

17

5f6a944817bdc893fdb43e17fb1819a4713ae81f6bec507eca3d2e96eb611f03

macos

allowed

rate_limit

false

1

DEF2025_00002145

1,766,603,436,297

150.124.105.124

clean

curl/8.1.2

dd86b26735bf66913db31aa254313f8e3bb3a97a1a9932fffaa825d46349b1d8

grok-3

exfiltration

adversarial_example

3,481

0.23

true

1

12

f12c9db55dc13a040612b828b2e7d0041a4e4b9b652c8a6df0f979755671df46

macos

blocked

toxicity_classifier

true

0.87

DEF2025_00002146

1,766,592,755,538

144.175.54.221

clean

Python-requests/2.31

cb3bb9c0ada8cfc95a24c5369829458c8595c47bcc0bb9c0202dae215342e374

claude-3

lateral_movement

benign_query

1,722

0.125

false

2

18

835380c99cc8d1ca62ab604f62cbdd785f586b8bbc876c9002000c3641019f64

macos

allowed

toxicity_classifier

false

1

DEF2025_00002147

1,766,592,756,024

128.205.32.122

clean

curl/8.1.2

7ac0728b3762cb7534f5ce5630f28d9d145bfda03bfedd8a9db8b4cf06c389e5

gemini-1.5

credential_access

benign_query

2,379

0.474

false

1

15

52de23c493d7d193cf5ed9735fc5210f54103b700a736efc503a881adbd37aab

android

allowed

rate_limit

false

1

DEF2025_00002148

1,766,529,876,326

78.137.137.75

clean

curl/8.1.2

1009ae31aaaf70c72ff86ab75d8661ff015ddf8d501f8715582e5edf868a3714

claude-3

reconnaissance

benign_query

2,741

0.659

false

4

10

985f7c6339c47cb985203dee61b6136a38be7c0b0c3700396f810abd2f8c9e51

android

allowed

jailbreak_detector

false

1

DEF2025_00002149

1,766,562,395,566

83.109.64.8

clean

curl/8.1.2

4527ab3a50db19759b682063650fca559430ec37690be0e0e3e96dfe67bdef99

claude-3

collection

jailbreak_attempt

3,776

0.76

false

5

41

c1fb8bdf65f9ba73b254221b6a2f92bded30650bd4a553b5c6b3b8ce424dd060

macos

blocked

rate_limit

true

0.89

DEF2025_00002150

1,766,564,015,621

81.37.165.81

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

f61e5c4f0232be0c021cba8122c4afd97d8fa952521426bd1c7d7d6c4ff486ae

gemini-1.5

impact

jailbreak_attempt

4,063

0.41

true

30

382

767c7bc8f904eb64f64c5f5fe84ecccef81bc23ab8b42fa7799b17fafd53beed

ios

blocked

content_filter

true

0.93

DEF2025_00002151

1,766,569,535,995

145.226.69.123

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

0f6afe2b2db0f946b72f0a127d890cf58618ca52d9f2967e02e29023cdea1c7c

llama-3

impact

prompt_injection

3,940

0.273

true

19

142

0686dfb85edbb9012dcdafdc28d96621b7512252f0e279e14ea53db94b74dc6f

linux

blocked

content_filter

true

0.88

DEF2025_00002152

1,766,542,535,527

150.58.138.151

clean

PostmanRuntime/7.32

ca745a52d4526c871b1f9d0a4ca4a599877a58457f17d5a374e348f0f2d51ebc

gemini-1.5

discovery

benign_query

583

0.05

false

3

50

bca1ef81a4b90e72a2060ebf1619ffafdcb5c95743b5175e18fe248242f95f94

android

allowed

content_filter

false

1

DEF2025_00002153

1,766,528,915,927

78.68.132.100

clean

Python-requests/2.31

f7ebc83bb9731b608e504adcd50ea6660a16a01e342d6ea67564cd0e93108ea6

llama-3

credential_access

benign_query

2,879

0.545

false

5

33

b16c23958284fef44d82133705889f8e0643804f912c7b52192882361d498b37

windows

allowed

rate_limit

false

1

DEF2025_00002154

1,766,599,715,606

98.199.159.28

clean

curl/8.1.2

5278cfb174fd4a939b90454ff7c944cea4a43e8518c2f1ba751849cc377e772c

llama-3

persistence

membership_inference

3,026

0.192

true

4

14

29c3b60ebb43747e71f76f5f2851badcdba35302979cad20ca7228dad4bc042d

windows

blocked

content_filter

true

0.97

DEF2025_00002155

1,766,518,775,608

147.102.23.32

clean

PostmanRuntime/7.32

cc7313aacd322e8ad40b60723d986714e81aa9099b154998b4948571367ca004

grok-4

reconnaissance

benign_query

3,907

0.814

false

2

17

e89f87e5f9501787a1de30f1a12c36e5f4f6d7e4144f038d60dd93b140f0f249

linux

allowed

toxicity_classifier

false

1

DEF2025_00002156

1,766,573,555,865

14.56.16.204

clean

Python-requests/2.31

efe1ea2296cb84a411fedc34078ebc93e916f0107d65d130f9e23cdc65723641

llama-3

lateral_movement

benign_query

920

0.739

false

2

26

3d48e237e5a7bbd2fe2c50a99cc65fa4b49ad45f14b0e1edef3a8e54bdb0bcd4

macos

allowed

jailbreak_detector

false

1

DEF2025_00002157

1,766,583,876,299

137.81.102.143

clean

PostmanRuntime/7.32

077c8f3040bb364b865a6e4ae9814a98a31e4eda93a574b03e2c595c1de2bd31

gemini-1.5

reconnaissance

benign_query

2,420

0.412

false

4

26

3c7689a8d8d428563d25a508dd3b9ff66c22eb636a544247736568dc39e1f1c7

android

allowed

content_filter

false

1

DEF2025_00002158

1,766,552,315,956

107.9.14.67

clean

curl/8.1.2

5b71fdc636b3b3097dd698467a1ce653e806681c5cd19b1775a1c0404404508b

claude-3

persistence

benign_query

782

0.92

false

5

19

a9a5437bb26f6cd433ab712b79d5b9b0df5621f87908dce0a078f7d557fa95c3

android

allowed

content_filter

false

1

DEF2025_00002159

1,766,559,996,406

190.215.176.240

clean

PostmanRuntime/7.32

39c983a67acc33f46e6819bc0c14b29ffb7c981706192efda54d33556097e21d

grok-4

initial_access

benign_query

2,319

0.119

false

1

15

fcab370e45d942a3f6a5e18182ab13abd7074b3020aa36ac8074d5ba5128279c

android

allowed

jailbreak_detector

false

1

DEF2025_00002160

1,766,561,016,252

169.231.215.130

clean

Python-requests/2.31

32521c4b68327f3df78dd3d1f9787aeeebe915f8c236303fcaed044729e185cf

grok-3

execution

benign_query

693

0.932

false

5

20

52f5a2d08d2036d575791a9c0cf7cf46ed1416d623f82cd01781c83a31288313

ios

allowed

rate_limit

false

1

DEF2025_00002161

1,766,596,716,225

10.168.43.154

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

2d608f308cb8d4c10ed06b38703b74aea3be49e67a82af2b5996156ee228fdbb

grok-3

discovery

backdoor_trigger

3,966

0.918

true

12

57

c92dbd001659a7f307d4f12fc9cacea6d25827d8aa09d01617e7f6f8837af454

linux

blocked

content_filter

true

0.95

DEF2025_00002162

1,766,536,895,910

168.250.29.220

clean

PostmanRuntime/7.32

0d0003ab13263d4b6f4175655a6ac3822c9a2a3a463970a57d2d40c5f082c951

grok-4

credential_access

jailbreak_attempt

2,155

0.139

true

5

43

305ce51d5450afaa70d07c2114776d48de058e7abb7b6b5fe22aebe3314391bb

windows

blocked

jailbreak_detector

true

0.92

DEF2025_00002163

1,766,535,996,019

162.37.143.67

clean

curl/8.1.2

537dd34c77d425beef00a8b3b404457db66419c7ce8f75c8345e6cd519824ffd

llama-3

collection

benign_query

3,564

0.753

false

1

12

9c57502faf189d6cd35058ee160d6f0efea1b743dba74d7eb11d6805d0f77fe8

macos

allowed

toxicity_classifier

false

1

DEF2025_00002164

1,766,539,595,871

67.68.67.51

clean

PostmanRuntime/7.32

670eba9056a63fd0a4354f25fb60f4f062bb9d686cfb21360672f2043202168e

gemini-1.5

impact

membership_inference

2,491

0.631

true

5

11

9c7c2ac96d1c25a221150879ad1b8ea272467ef37d77b75e9008c1c042847998

windows

blocked

rate_limit

true

0.9

DEF2025_00002165

1,766,527,956,416

208.185.5.120

clean

Python-requests/2.31

eb5c1ab638f21929f2d4277b95b0318ea8ceae6714db34420ba6845b6e295327

gemini-1.5

persistence

benign_query

3,916

0.356

false

1

24

1c539069ee25528353c96e49b3f9cdbd7210f1c808ef1a26587a96234ca1e243

android

allowed

content_filter

false

1

DEF2025_00002166

1,766,548,056,253

205.254.122.201

clean

Python-requests/2.31

997d768dffb958619acee4f6c51e5445647fc651b5ad91e66543bcf9974818c6

claude-3

discovery

benign_query

3,109

0.43

false

2

18

ad9faaf0eea134df34198a03f3e0cf1dd2742d8932009d10d2eef749960ce449

android

allowed

content_filter

false

1

DEF2025_00002167

1,766,583,636,241

13.88.154.195

clean

PostmanRuntime/7.32

5daaa9817cf2036afb0ad4a710eaffc9d69ceb933bec878dae42c486cbb8b6b0

gemini-1.5

credential_access

benign_query

944

0.884

false

5

33

020fda8742cdb92a310e1db1a47784a292cabd340b58a7ab85939201a6273d15

windows

allowed

content_filter

false

1

DEF2025_00002168

1,766,550,696,407

105.112.252.183

clean

curl/8.1.2

b2f8863707a72cd682e726aa29676a061197c5057e850181ee605f25878852e3

gemini-1.5

discovery

benign_query

2,073

0.532

false

2

46

2b28c263f5d593fd1ff594d15011f40396be66047c28d2a65a88bb44b477598b

linux

allowed

jailbreak_detector

false

1

DEF2025_00002169

1,766,532,815,882

133.1.3.58

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

a46233be6ef971a66864bb07cd16915afb2c84c7a4d030b50fb1d20ca64b853e

grok-3

execution

model_inversion

1,115

0.989

true

27

240

6f0c4595b4efea97c241757010ab33631579a94185fe7fa42679c75576b05dd8

linux

blocked

rate_limit

true

0.94

DEF2025_00002170

1,766,533,055,675

198.178.40.149

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

50dafe2fdf6d43cb1c34ef4515474014a9623064ce417fce607b7e40135e8073

grok-3

lateral_movement

data_poisoning

2,783

0.973

true

13

231

06adf9b2e48f6f712446d645a1c3247aa1a4a177beacee20f3c6e5587033c206

linux

blocked

jailbreak_detector

true

0.97

DEF2025_00002171

1,766,518,355,557

101.16.124.177

clean

PostmanRuntime/7.32

c01276b7425e8a0e56606faa782ca56727912b5d21f526b96674d7b64dc680e7

claude-3

impact

model_inversion

1,662

0.235

true

4

35

38c79988bf133d57ca9009e996f1f5edfe1fc54ae6940e2c22ed8ee36db56557

ios

blocked

jailbreak_detector

true

0.95

DEF2025_00002172

1,766,545,416,348

148.219.149.166

clean

Python-requests/2.31

6acc0e713e017ef0cfe81d11d2ade4276db4b637d97d3111db26205ca48a88fd

claude-3

discovery

model_inversion

2,467

0.315

true

3

22

2bc9083c8e45a5a559738b0e455ebd57527a2ba9f83a45ab68b555e261bf65ba

linux

blocked

toxicity_classifier

true

0.87

DEF2025_00002173

1,766,596,355,794

55.61.27.175

clean

PostmanRuntime/7.32

716792d29ff3bc2b133082502472a5ea0f73797b4569e746b99528ea91972185

grok-4

collection

benign_query

2,578

0.597

false

1

21

a744ea393dee3e1b28ac50666b641840cbe1b8c62e661975b80bd9bdf9ae3440

macos

allowed

toxicity_classifier

false

1

DEF2025_00002174

1,766,563,175,876

210.188.24.139

clean

Python-requests/2.31

0e441a15b9224e6b1c87ee3aa459e0a8399591ae421e398152c4f12ce8fbf375

grok-3

initial_access

benign_query

1,404

0.417

false

1

21

81bb9fe36b81b59faa7d7dc4f527207e03459dd23b9951a8e23a9c4164bfe2c3

ios

allowed

content_filter

false

1

DEF2025_00002175

1,766,600,736,175

198.66.224.143

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

04570441cfa78f43ae9a82f14843f13aa214776bb969a815a6edaeb9446675f2

llama-3

credential_access

data_poisoning

3,260

0.901

true

7

264

6d19480ea5f3375685bee0e4b0684c959c6efafbf3cfac959ae9f0338896bbe2

linux

blocked

toxicity_classifier

true

0.87

DEF2025_00002176

1,766,572,956,176

23.114.139.240

clean

Python-requests/2.31

981a135feb2be782458201a4ec25c03a82638926e587fc2388c7c243c42068d0

claude-3

lateral_movement

data_poisoning

1,328

0.16

false

4

42

fa8666f5f56a099332502c959d5e4c9b4b8e9caa05be989b221d6f2839526634

ios

blocked

content_filter

true

0.86

DEF2025_00002177

1,766,541,516,520

137.202.190.3

clean

curl/8.1.2

f1a6c62d0c1a7bf528718d27458d61b3bec2ec36317c5146df5ae4e3e11ae535

llama-3

execution

adversarial_example

1,381

0.866

true

2

16

3d077fd7d4d7d3c5dc661134f3acfb59d20e7eabb469274fea39101fbab64f4e

android

blocked

content_filter

true

0.88

DEF2025_00002178

1,766,577,276,346

29.29.117.193

clean

PostmanRuntime/7.32

f51c4798034cfd34404d9f2e8e3a278383e6f03db85c4e8e79b0bacbbaea0c91

claude-3

reconnaissance

benign_query

1,008

0.173

false

2

29

5375bfb00f2ef4d330a4859c2317536ae2e829a42fc2f02d7d9a97cf750eafaa

macos

allowed

jailbreak_detector

false

1

DEF2025_00002179

1,766,570,376,063

107.28.32.10

clean

Python-requests/2.31

e9c63e59d774e83e8a09a17a83a041a27d102c852d32b97b8de3176551b32e66

llama-3

impact

membership_inference

3,970

0.658

true

5

17

ef1b3520712461862caf9288e6f18dac4dcda29b7c6689dbcf1685a8b1dc5930

ios

blocked

content_filter

true

0.94

DEF2025_00002180

1,766,520,935,647

16.42.135.235

clean

PostmanRuntime/7.32

d424b65b927ef8d96d0dca759ddd6a9d099f6cebeba775095a4ee4ee5b706eb9

grok-4

discovery

jailbreak_attempt

1,100

0.272

false

4

40

3096959777fa77cd6460e99e8b31175533b88a36000bc8fcfcd8ceb6ef6f273c

ios

blocked

content_filter

true

0.97

DEF2025_00002181

1,766,548,236,071

151.173.128.242

clean

Python-requests/2.31

13897923088ead551bc44ce9711ba518a53d6c9bcb3fefae73d690009b5d87ef

claude-3

impact

benign_query

2,783

0.967

false

3

30

7a853a76f2284095f91b37ce4b0ecb5e5c897486325ca87f5a9de828d4ed06b2

windows

allowed

content_filter

false

1

DEF2025_00002182

1,766,546,975,591

8.22.22.185

clean

PostmanRuntime/7.32

e19d6903ff1edc3c4cc98338dbaff928ee6b01d46d8cc9baee8081a9c963a61a

gemini-1.5

discovery

jailbreak_attempt

1,256

0.69

true

2

34

5c490276d9e9cb5e74ba53f7324ceeb90ee1f0f1e396105488d7bad26baed038

ios

blocked

rate_limit

true

0.89

DEF2025_00002183

1,766,586,395,649

69.230.160.14

malicious

Mozilla/5.0 (compatible; EvilBot/1.0)

8db5816ed84b2e0b89c4a662cfbf6ea141d6c28a45c641c72ee2b80df1a72c4f

grok-3

impact

membership_inference

687

0.286

true

7

257

a6cfc41624ac158b85f5b4ac4726a7921d1d13083a66a102d4d460302d88ba89

macos

blocked

jailbreak_detector

true

0.92

DEF2025_00002184

1,766,591,555,925

192.59.80.241

clean

Python-requests/2.31

1685f27905129b0bf7e9963cba6c268d7afc2360df2e4ade6a6dbfbcfbd41622

claude-3

execution

benign_query

3,855

0.393

false

4

28

d5f29f786207f298848caa03147e9fbc7f97ede42743c80b147b52dadaf825cb

linux

allowed

rate_limit

false

1

DEF2025_00002185

1,766,550,576,120

123.74.221.189

clean

PostmanRuntime/7.32

a30083634da942dbd1d85487bbab531fbb8e5adff8f8cfee957a78ca09c31fc7

claude-3

impact

model_inversion

3,595

0.332

true

4

11

c0948f76c1163bef6f407ac8f5b0785a667315997bb6f26a53c7a0f9aef4765e

windows

allowed

rate_limit

true

0.86

DEF2025_00002186

1,766,600,016,168

118.182.58.185

clean

PostmanRuntime/7.32

40743918cabc09c897e4fbb53e8bb91d002c6db702995b90e1e7a6ada3616470

gemini-1.5

exfiltration

benign_query

1,158

0.307

false

5

15

98c52c39ec70a5ddce5d3f24c9e4366ae61da3b67a9e32f988161ff5a2b52c45

ios

allowed

toxicity_classifier

false

1

DEF2025_00002187

1,766,559,455,925

192.158.120.30

clean

Python-requests/2.31

f3eb364bc16ab33fd9b2d7c8edc9d5a4a4a267ceca89c1fd6a45cb809c056845

gemini-1.5

credential_access

benign_query

577

0.616

false

2

34

fdcceaf998279b650cb90a7cbf8c1b41a6e604f11c0ae0ab626a717c98584426

windows

allowed

toxicity_classifier

false

1

DEF2025_00002188

1,766,520,276,371

127.222.208.224

clean

curl/8.1.2

21a17f88dc26670fff2e787adcec62831a5e411f3dd4db009a210f9154551eb3

claude-3

reconnaissance

benign_query

2,308

0.969

false

4

11

3af85574991c6e8b051b355f2ac1ed9983cade65eda5234c7c1931b02b114ab4

linux

allowed

toxicity_classifier

false

1

DEF2025_00002189

1,766,600,256,264

107.207.201.101

clean

Python-requests/2.31

7185298afaf51597dc2d0bf785cd2fdc822d3e6f3e37985d13c51244c987f2d1

grok-3

discovery

benign_query

2,572

0.447

false

3

18

6fc821acfca410bddaba77a2dbe4123571b96cf870503cc608b9b133359eb7f5

windows

allowed

toxicity_classifier

false

1

DEF2025_00002190

1,766,555,435,730

148.90.62.231

clean

Python-requests/2.31

01ff25c6fdd97af0d3d7671bc32a8ca714698ccdaf1272934c84425e05f0b1e8

claude-3

exfiltration

jailbreak_attempt

1,364

0.994

true

1

10

2ff9eb7fb947c9789e68d6ae5123a0a302a32ba9f4cffcaaed1b8b656a0440e4

android

allowed

rate_limit

true

0.93

DEF2025_00002191

1,766,575,056,201

206.172.230.132

clean

curl/8.1.2

55c372a2c6b0a37738763028c31bfd3224daff1a94cca697a55134fb21e69759

gemini-1.5

reconnaissance

benign_query

1,503

0.35

false

1

18

89a7f2e37d063a3e9830f8ceab3d584b66619f305bdd07bc7abf927b5f4939d2

macos

allowed

content_filter

false

1

DEF2025_00002192

1,766,572,955,704

192.170.19.4

clean

curl/8.1.2

3dbad5974c911ebf1b1af42c1b6659b0c598bb19fc4eae1ba10a6f0a3c6a2b77

llama-3

initial_access

benign_query

3,702

0.583

false

2

12

7b8e88742ef0e03fff00a5b25bf2b99565e48cd8b4d654ebfb75bf781199251d

ios

allowed

toxicity_classifier

false

1

DEF2025_00002193

1,766,531,496,061

166.26.156.59

clean

curl/8.1.2

dbe368d00bbc129e3a08c25aaf51194211100e869013168174c55512524ae626

grok-4

exfiltration

benign_query

1,496

0.216

false

3

27

7ad84cb50802482075d0e14b7baa3b19ab06133e32e8a8b2aeab8e4146b23d3b

windows

allowed

rate_limit

false

1

DEF2025_00002194

1,766,548,835,622

23.207.183.2

clean

Python-requests/2.31

ec03b1d843af9aad5845170547dad59f535986a02014e989e92f6f8d776d56dd

gemini-1.5

collection

benign_query

3,825

0.186

false

5

42

fafab48f75784be8db08af0d6a0be170f910a2d2835f843a3f30327367f138a7

macos

allowed

jailbreak_detector

false

1

DEF2025_00002195

1,766,519,735,711

19.177.144.91

clean

PostmanRuntime/7.32

a432ae819fd5768edc2a7781bd62e6f6c7430135999247ee2b2d786488cee13e

llama-3

exfiltration

backdoor_trigger

3,471

0.374

true

5

23

89406d285cfa26b3a0d28e23cf20f52183be127413a91dcbb025455b7949c9d5

android

blocked

jailbreak_detector

true

0.98

DEF2025_00002196

1,766,526,275,837

223.52.61.86

clean

PostmanRuntime/7.32

d542cd605528d19d420e6df12c7dbe14eb7f50e7f78a5a05d3fe58d3f6e4f4ac

gemini-1.5

impact

adversarial_example

3,221

0.539

true

2

38

3f1c72286cf846d96ee2d416df39911f1421297876209397019ca1886a76ef8c

linux

blocked

toxicity_classifier

true

0.92

DEF2025_00002197

1,766,594,976,064

154.101.90.225

clean

PostmanRuntime/7.32

792b86c00c94f8756044697903294ac2f7bc2ac59cce917db41e0606e468c58b

gemini-1.5

defense_evasion

benign_query

581

0.362

false

3

35

c4b426516ba96d06019ab650ead7ea4f8213a8ed66bfe71755ef2e0105f3fc04

android

allowed

jailbreak_detector

false

1

DEF2025_00002198

1,766,525,316,016

208.223.248.21

clean

PostmanRuntime/7.32

d4ed68f3a77076cffc7b342c27a62bd763eea0f5797391bc7f83eff106b3c986

claude-3

execution

benign_query

1,587

0.419

false

5

35

f1d27a1ef11434179e8ab54a167b35b921fab5b9766149ee27f6eaaf9e95f5d8

ios

allowed

jailbreak_detector

false

1

DEF2025_00002199

1,766,555,616,036

145.240.138.148

clean

PostmanRuntime/7.32

73736afb5b73ac22046c883900bd8f54907634a2f4a66531fd7eaaab0d72a987

llama-3

credential_access

backdoor_trigger

2,514

0.701

true

5

37

706f01357f8c6e5916bc93a3c4eb3adab8878c8603b9130f576b8e450900ad82

macos

blocked

rate_limit

true

0.98