Datasets:
AnodeAI
/
Ai_defense

Dataset card Data Studio Files
xet
 Community
1
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_00004700
1,766,590,245,275
1.80.175.124
clean
PostmanRuntime/7.32
e0997b2dcbe109a92aa741d9905b86d049784cf7b52f291ba14add2951f1d98c
claude-3
initial_access
membership_inference
2,523
0.78
true
3
30
01b1db04b62458f62691257ad175728416756e14f83e7380240f666395fe07b8
windows
blocked
toxicity_classifier
true
0.91
DEF2025_00004701
1,766,543,265,253
6.22.201.126
clean
Python-requests/2.31
b3ccf4f9164475a960c1a67be52ee3cf05c22cd3c8e2a7058b101fbd22fb5ae8
llama-3
exfiltration
benign_query
2,656
0.144
false
5
15
e7494a8c1421bfb34b043636db209885ea3691131102ea9d356bc0f07f47f7da
android
allowed
content_filter
false
1
DEF2025_00004702
1,766,529,404,970
160.39.21.234
clean
PostmanRuntime/7.32
102cf1563fab1267faf8743ec2f3d4af8c11e51df5800520f85fe4c6ed106d7e
claude-3
persistence
membership_inference
3,577
0.144
true
2
48
5cf722ddae02d0fb1c91cb40bdef2c80e75bbd2f22e25f138cf97377be36f79e
ios
blocked
jailbreak_detector
true
0.96
DEF2025_00004703
1,766,558,505,694
7.200.2.183
clean
curl/8.1.2
42acebc185f241f967ec82f8d3a57b6c4254b84e176697fde553c40cb6b89c81
grok-3
defense_evasion
benign_query
1,260
0.906
false
5
16
b2a1c3d37f4038af1301f65f5c01162391bd17f32ed382ddaed958d9a5b32b06
android
allowed
content_filter
false
1
DEF2025_00004704
1,766,567,445,430
45.215.114.224
clean
curl/8.1.2
013853bdeb3aefeabd1243843077414fdf4e44b18dfdf1ac7e0ab70b6d1b9f52
claude-3
exfiltration
benign_query
3,279
0.724
false
1
28
8afc1f76c2beb2fd7588ee2e84a72f8089a62f1b130fdb471d76bdfbee7c1a7c
ios
allowed
rate_limit
false
1
DEF2025_00004705
1,766,553,944,937
223.175.64.193
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
5aaaa1203263380363043c63d323957c9d61feca2d6cdf40b0494417ce22ada5
grok-4
discovery
data_poisoning
2,328
0.481
true
19
243
f44a790bcd42b6094dcbbd53e18d9ba50099e01017efdd6da9d4bcc4499066c2
linux
blocked
jailbreak_detector
true
0.91
DEF2025_00004706
1,766,575,484,790
142.62.160.25
clean
Python-requests/2.31
01a0723a1e23dec64a1fe2601b061bbcbcbf6c9882563512ff24775b11f4edbb
claude-3
credential_access
benign_query
3,584
0.068
false
4
20
10bcce05689b786ff53e6b54c0f48ec0db137552ee8ff4760fe168c044973caf
windows
allowed
jailbreak_detector
false
1
DEF2025_00004707
1,766,563,844,994
156.55.136.34
clean
PostmanRuntime/7.32
493e2f93fead0660b8ddd74f32dc0bce47a9b88eed634c077d71cab8f79ef9ce
grok-3
lateral_movement
benign_query
2,376
0.039
false
3
23
d6f2c7a929d19f52fe0594052799015645d815fb509201f9a5dfea82db439658
macos
allowed
content_filter
false
1
DEF2025_00004708
1,766,599,905,136
21.154.100.235
clean
PostmanRuntime/7.32
12bfbe79ab675120d5dccca2a93e67b29eb6e7a4df5d580e68700156cb9ce642
llama-3
reconnaissance
membership_inference
2,078
0.401
true
4
43
4efcf52522fabcaa68a1fa33b3b9154c854f0e797d208b6af1951c7cd43dc5d2
macos
allowed
toxicity_classifier
true
0.91
DEF2025_00004709
1,766,550,705,527
110.145.48.134
clean
curl/8.1.2
8d5e0d3fbf60e61386e11d43822ae8b636e7ca21b71f9ca85405d055d4c4d781
gemini-1.5
execution
jailbreak_attempt
581
0.286
true
2
20
de171875ae6bf40e4786d0c65c7034c71839dcb2cc39cba789d6f21ed8305e1b
macos
blocked
jailbreak_detector
true
0.98
DEF2025_00004710
1,766,585,445,568
16.209.251.230
clean
PostmanRuntime/7.32
da729b32029825db8e9f4111bbefbc9133f9f70016b1f479817cf37469d31e7b
grok-3
credential_access
membership_inference
1,418
0.008
true
5
32
ddff0cb26aa332dedbadc7f5af80a9d4320821e04a760d73e582457cd4555824
ios
blocked
toxicity_classifier
true
0.9
DEF2025_00004711
1,766,549,385,381
94.127.209.3
clean
curl/8.1.2
c761d9662a108dd28804fced9508fd658938b46cd3250a839cf48f3ed38152c9
grok-4
collection
benign_query
1,816
0.159
false
1
32
5a7b63b912361c8c48bb5adf53bba18bf4cd40535a0fe77302fda6e3c5c35f0a
android
allowed
toxicity_classifier
false
1
DEF2025_00004712
1,766,580,345,202
27.87.215.252
clean
curl/8.1.2
84f786b5e87c36275783308918f69367fcc0f3636c918ed07dcfef0808704bf9
gemini-1.5
discovery
membership_inference
1,761
0.32
true
2
36
1b559ac631b892a36412a63b594c7ecca1dc246f201b0f692cb9df38bf97c260
android
blocked
toxicity_classifier
true
0.92
DEF2025_00004713
1,766,525,924,856
80.72.235.69
clean
curl/8.1.2
18f92bfdfe0c91c110f12e47ecf0420f8d27a487acb3fbee72df24b1f67592c1
llama-3
credential_access
benign_query
3,930
0.999
false
5
21
84cc7f445d43537069ec214793d689357d62b3f25a46465a771c915006295407
macos
allowed
jailbreak_detector
false
1
DEF2025_00004714
1,766,556,285,521
9.52.77.207
clean
curl/8.1.2
0bd1bbf179a4ef007446d8b189a2654c8e66241be713ae2e73673af11482b71c
grok-4
exfiltration
benign_query
2,955
0.894
false
1
30
b12ef837f5283e949165b2a7d4edfb865c1f545d09086a2ccee7ee20fce3fb0b
windows
allowed
toxicity_classifier
false
1
DEF2025_00004715
1,766,569,005,734
183.114.163.95
clean
curl/8.1.2
8c894c3367aa6da3aacf90d4f3095eab4aba59b6116568253503c930122af817
claude-3
lateral_movement
adversarial_example
2,696
0.604
true
4
30
6a4b259e14bfa0be827a6bd36af90c548c2d5fe2ec71c63f2124acfeb0c67d59
windows
blocked
rate_limit
true
0.96
DEF2025_00004716
1,766,571,524,910
172.164.94.254
clean
curl/8.1.2
17a10d86e6f9256f4771a25bfb088063d01bc63ff6b1caf3e10191781a3442ec
claude-3
exfiltration
prompt_injection
3,343
0.543
true
2
16
0467b670cd7e5b77f78a20d65a1f23f42f7f460313e3e953cd46b0eed9ec6af3
linux
blocked
jailbreak_detector
true
0.98
DEF2025_00004717
1,766,539,185,508
61.174.4.202
clean
Python-requests/2.31
9e98f016600ec7eb8b288ef6cb0c8587965aee477819226ef554d8ae5b6a2abc
llama-3
credential_access
prompt_injection
2,504
0.785
true
1
11
2e4d2d448fb80783d1421b842b0eb401388ddd7fce418135503fc2c1949c9ae2
windows
blocked
content_filter
true
0.9
DEF2025_00004718
1,766,590,005,594
113.163.51.71
clean
PostmanRuntime/7.32
08477e4c765de89dd5ff0548f6707673f3bc242ec64fcab268d56bd245e5ec12
llama-3
credential_access
benign_query
820
0.467
false
2
27
feebd5cb2d0869b8ad2b265f3286bdd337ecf22a872450f844c17f390d8246b2
ios
allowed
rate_limit
false
1
DEF2025_00004719
1,766,547,344,858
120.55.92.105
clean
PostmanRuntime/7.32
4ada90fbb5d01b8c023e97a685e141a6ee62623073192db8d62678086927fffc
grok-4
persistence
benign_query
1,970
0.085
false
1
20
eafbe0dc9e4cbc9e2dc2e20883b1668eac0c7a66c0a7ea74664e3cf35bb74043
linux
allowed
rate_limit
false
1
DEF2025_00004720
1,766,545,544,813
56.67.182.126
clean
Python-requests/2.31
ffc0e1e21052e27c8b9a6797dd61ca4bcbdd9ee307fdf7550922c5d8f26502d4
claude-3
collection
model_inversion
3,494
0.674
true
4
17
ea1272d30c77a5aec6c38461405ff09f94a064f7022cbe445564cd7cfabdda78
macos
blocked
toxicity_classifier
true
0.86
DEF2025_00004721
1,766,547,045,677
195.199.71.117
clean
Python-requests/2.31
9a4f12f221196152aa29459fc70676bbb56225731fb36485e35a9b245118a0ba
grok-4
defense_evasion
benign_query
1,567
0.467
false
2
25
76247b401af754689d500cfc16fb2c605dce5a7718c48da7a8feca37238bba4a
macos
allowed
toxicity_classifier
false
1
DEF2025_00004722
1,766,571,585,225
135.134.53.14
clean
curl/8.1.2
bae90151db79f4d15811c2473f4376fec85894043ba50edbd6dac2b0ff156738
grok-4
impact
benign_query
2,030
0.658
false
5
11
adc418e6547cfac2da6d1926cc3963884e41ecd490b3f0fe9b36e59a6bc12583
macos
allowed
toxicity_classifier
false
1
DEF2025_00004723
1,766,590,605,457
184.108.158.100
clean
Python-requests/2.31
59919b75e9f86f2b0e3095231f5e1bb5f95d3cea4caa51f5798df83d9bdf6f80
llama-3
defense_evasion
benign_query
1,007
0.338
false
3
12
a21fdea3b0730b4fef322d2632f0e41653ac1a84e0c336777564ee39edc4d598
macos
allowed
rate_limit
false
1
DEF2025_00004724
1,766,567,625,148
211.16.101.80
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
2567fac78a1f5b2145b2daa2338eca7d1eb0685243608401e4c4b44be0753b70
llama-3
reconnaissance
membership_inference
1,366
0.302
true
20
71
bd93b6476a76e4b4c7a3902aa499b83f624ddfc72ce7c55fa7e335dfa1dd8e0b
windows
blocked
rate_limit
true
0.87
DEF2025_00004725
1,766,601,825,223
169.182.220.154
clean
PostmanRuntime/7.32
6eaaa2cab4e38648d3924b5b61171e5c6b3527be226c6b0cb944cc152725b23c
grok-3
collection
jailbreak_attempt
2,175
0.638
true
2
46
513faa0b826252f9d1be9c43e60427e36bd444578c81328a907e60e11f34e3bb
linux
blocked
jailbreak_detector
true
0.98
DEF2025_00004726
1,766,549,445,432
16.109.7.213
clean
curl/8.1.2
69b2f40575ad5e0692f0a1989ee924f4c993d7ef25e7e13781ad5a4d1aea949d
llama-3
exfiltration
benign_query
3,476
0.006
false
2
20
87ec284f3ae3033bdecaaef5862838f3955f86379b4ec053e13e30360ddb06a3
android
allowed
jailbreak_detector
false
1
DEF2025_00004727
1,766,597,085,302
84.191.99.58
clean
Python-requests/2.31
64c0d203ca80626eae643f3e568dbb75d37dfd0c360b26c511e50fc7e4453772
grok-4
execution
benign_query
1,692
0.383
false
3
44
c42b217614d4794b0b1c70f7fd25e340953254bca6aa9650b75e97e4e193eade
android
allowed
toxicity_classifier
false
1
DEF2025_00004728
1,766,602,845,100
61.20.169.36
clean
PostmanRuntime/7.32
6ad9a9350b7fe1443cadffc44c6275ad31df29f3ce41082230704995bc39640d
grok-4
impact
benign_query
649
0.336
false
4
37
efeb559738962958f6cc2b77b97e09f97eb5b4a679137a882e7963d7d338d36a
ios
allowed
jailbreak_detector
false
1
DEF2025_00004729
1,766,548,724,885
23.70.142.14
clean
Python-requests/2.31
3500a3ed76855141d2494b2a12867b868c00e1160fa1889e5c550a503ed75f03
grok-3
defense_evasion
data_poisoning
3,106
0.539
true
4
33
0073afe1358ef43f367a02b9be70e96831d18ed56b867f78631183a7e076dd2f
linux
blocked
jailbreak_detector
true
0.87
DEF2025_00004730
1,766,572,425,162
13.188.194.130
clean
curl/8.1.2
099a52d26e0ccf16e036801694db8b699f1fb64913259ca08f046ef50a09b6c6
claude-3
impact
benign_query
1,324
0.916
false
3
15
45627db5b7e606bad91c7bd90af8aa02d3437d8be07b8db96b7041f7a7b95527
ios
allowed
jailbreak_detector
false
1
DEF2025_00004731
1,766,530,065,141
18.115.49.224
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ad538ee7b64093aad6810825be84b97da38cb2e6e956f850b9692bedc0359701
grok-3
defense_evasion
prompt_injection
2,546
0.653
true
24
280
37dfdaa418183828c7bc4303eeb2e276e3ee2935330134349a5d96ce45646fbf
android
blocked
rate_limit
true
0.87
DEF2025_00004732
1,766,550,465,372
11.7.197.211
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
9c81b64c9af9e3734fd3f645cd6d13738743bb49d28d073b6818019f11f66fe4
grok-4
persistence
adversarial_example
1,802
0.188
true
13
185
5f6b07d0bf63b2b1b9b6673e37afb47fe373065dcc400c2dcdbaccad9674207a
windows
blocked
content_filter
true
0.92
DEF2025_00004733
1,766,571,285,299
99.132.141.36
clean
curl/8.1.2
9b85d1ba4073f5c3e8e98d1f10247d27374faa750d2319370ba01e1bc72e42f2
grok-4
impact
benign_query
1,764
0.002
false
2
35
57cab17e8dd0a68bad4bdaba4d57ddd3b46fa1e0cc431b8ba3ddd7e8b46dbe8a
android
allowed
rate_limit
false
1
DEF2025_00004734
1,766,547,645,242
164.82.39.224
clean
curl/8.1.2
6548992ded1a0846e29b258736d35383a754b97cc6ecf52a6c1b204ccc214c8a
llama-3
initial_access
benign_query
614
0.703
false
3
28
6d440b6b162de1a4a0c55d7bdab19a4ac19a417d95160581da4cb7abe34cc491
ios
allowed
toxicity_classifier
false
1
DEF2025_00004735
1,766,554,005,219
113.49.127.96
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
15cd997ae2225d549bfc5574f0f6b1387fd4ff3986fd36debb1add75007060f7
llama-3
credential_access
jailbreak_attempt
741
0.05
false
5
167
9ae3b620ea9d31ad33d5c3777891b5dc8151fb9a585ea6a75be88973207a001a
ios
blocked
toxicity_classifier
true
0.88
DEF2025_00004736
1,766,536,845,696
57.43.178.141
clean
PostmanRuntime/7.32
2047bd071bb0d3b877dd02b50be62328af0b6e54ccd0bfb180e4e80b59b241e7
llama-3
defense_evasion
benign_query
3,355
0.338
false
1
46
c11b37179c229f26a6a015cdaeb6acfb5c4e0c5a3348b70e21ef30728ac778ad
linux
allowed
content_filter
false
1
DEF2025_00004737
1,766,580,885,448
12.224.119.59
clean
curl/8.1.2
81faf74d6a0ac3959b811c6736886e977974a8ad32366a7993a309726cc40d24
gemini-1.5
collection
benign_query
1,219
0.306
false
1
45
06a433209a3d6e7a409261145055c1affc727b8765790a4b209e81f43502320a
windows
allowed
jailbreak_detector
false
1
DEF2025_00004738
1,766,599,545,739
199.133.74.122
clean
curl/8.1.2
2e2e58298d458787b690fbbb13a016e5fc260ff1e3d08d8b662ea9efc33ece53
llama-3
reconnaissance
adversarial_example
2,206
0.321
true
5
20
511dc61912e5877059377673387b73eee739098e4db3796b418ca51258f6299f
windows
blocked
toxicity_classifier
true
0.88
DEF2025_00004739
1,766,546,685,495
101.224.183.58
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
a126d49e6040293b6745acb765b0a817f00b40dfeab9fe7224d276f273062054
gemini-1.5
execution
adversarial_example
917
0.94
false
10
328
2f7362465a38baea0def771b49a1b68cc1a0fe651a66af1ef338988d813151c0
linux
blocked
jailbreak_detector
true
0.89
DEF2025_00004740
1,766,602,904,895
47.149.207.41
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ebfb56d17fc6879e707cfa21ab7b558e92fc5605eeb14e59a0214de7326d1502
grok-3
impact
prompt_injection
2,306
0.74
true
13
284
575a822078d9feac95409ee00f7de6e61cc58b7bcee7b861d656558e93ab2253
macos
blocked
toxicity_classifier
true
0.89
DEF2025_00004741
1,766,561,744,958
79.182.232.38
clean
curl/8.1.2
523725917434c6c016023a9897509fe18848e5188f6362759a98e69d5fd38dce
grok-3
persistence
benign_query
2,478
0.425
false
3
41
15956fe6cf771e3ad47ffbc9d32104643bcbc6d914dad7e0ee539fa4463f12dd
macos
allowed
jailbreak_detector
false
1
DEF2025_00004742
1,766,572,725,361
62.118.157.235
clean
Python-requests/2.31
4b8599834da3831d1cbf29f21f356b47a0296c0b99a4c096766308cba06e27f7
gemini-1.5
exfiltration
jailbreak_attempt
816
0.815
true
3
11
c1ebad63d31b3cd2ef94628ae77b67253f0327daae56c07cfdc93af019666cb9
linux
blocked
jailbreak_detector
true
0.87
DEF2025_00004743
1,766,558,684,888
25.148.196.18
clean
Python-requests/2.31
a095ee39951d896aee0b268daf2a897f0fa8873791720008ee6a10ad1ce1843e
claude-3
collection
benign_query
3,291
0.946
false
2
30
348c211e81ee3907f756c0af768e2d6bb21ed3a8d62a52a341536aeb38bce357
linux
allowed
rate_limit
false
1
DEF2025_00004744
1,766,538,705,248
90.188.243.39
clean
curl/8.1.2
50d533d0e6845055e63b44339d5e96a0426c9435c7cd6c1181f29c2e3f6db4af
gemini-1.5
exfiltration
membership_inference
1,673
0.836
true
5
37
8cc792b911e92b604b390e37fb9e56e68409faea15c1dca0b552b0d9368fcc24
linux
blocked
content_filter
true
0.94
DEF2025_00004745
1,766,541,285,015
211.127.101.15
clean
curl/8.1.2
0b49f3e9ec01fa3b1551efa410589ca5ff90876c71a531f25c14cc10de781e72
gemini-1.5
discovery
jailbreak_attempt
1,869
0.039
true
4
44
ea879686df565a61795458960cf1e4f585cf927a201ee8b09422afc297eed740
linux
blocked
toxicity_classifier
true
0.97
DEF2025_00004746
1,766,592,404,859
151.191.245.21
clean
Python-requests/2.31
96f55d87417e3639ca4306b4c1c308354963dc358fc4eef764bcd67bc36fee55
grok-3
collection
benign_query
1,395
0.726
false
3
27
0565d7816e17dc91aa8f89fe46a0cad90ba56afa8660dd8df616bb354f63eba7
linux
allowed
rate_limit
false
1
DEF2025_00004747
1,766,589,165,532
161.97.59.127
clean
PostmanRuntime/7.32
5f17fd8982fa63415e08326a5a5d631e169551af348ccf449c8555b2a178ad1f
llama-3
discovery
benign_query
1,016
0.273
false
4
36
bafc2d374f934702dcfbf1cff6bd6f4433e0d5b19e7b8a328df4a39bf5b734c0
android
allowed
jailbreak_detector
false
1
DEF2025_00004748
1,766,561,985,210
96.80.8.182
clean
PostmanRuntime/7.32
aaa0949148c172f4c434feff5eacb62743e22f89f836c8f6c2a53e0847999529
grok-3
credential_access
benign_query
852
0.654
false
2
37
db27b1b445494b7656f00dde2210a80b7ea4a2fc34daeaf120fb1c655392a4ee
linux
allowed
jailbreak_detector
false
1
DEF2025_00004749
1,766,552,864,953
101.110.42.193
clean
PostmanRuntime/7.32
b46670c6fef72dae697fe4e58b4de6e5618f7347e0349be3878e35ce9c7a8e95
llama-3
persistence
membership_inference
3,330
0.861
true
5
30
be0778acaf5b864f2f862e9ec5253a6ea435d1d5405556342160d5f240a9d58c
android
blocked
toxicity_classifier
true
0.97
DEF2025_00004750
1,766,587,605,386
11.208.187.138
clean
curl/8.1.2
81406f5151a7b866464406be7a5ae93b32c730a997c6809f697f5860b4a3caf2
llama-3
discovery
benign_query
1,300
0.773
false
1
44
372135f9a6e93ddc80fa992b71c929a5f0bdad80ea4d5708d550c9c360137b13
windows
allowed
toxicity_classifier
false
1
DEF2025_00004751
1,766,560,425,409
1.156.60.128
clean
PostmanRuntime/7.32
66c1f7c8ae5f2f7f6ff1c666af3e1494f2a3736d4a9ab899cf284bbd6294631e
llama-3
impact
benign_query
3,284
0.122
false
4
39
208b0193af9120819b0ac3939f7bd96316dff36be30a2b0e59a8145affca7c6f
linux
allowed
rate_limit
false
1
DEF2025_00004752
1,766,517,765,325
68.10.230.75
clean
PostmanRuntime/7.32
045920d8b607f5722995feea78bbd1b13a0d762ab5e3f8858087b5b77a806b55
grok-4
defense_evasion
adversarial_example
3,821
0.887
true
1
11
87233b2aa3c5ec421de84b2af7a2f476593af2e99a3861210dba15003b0977c6
linux
blocked
jailbreak_detector
true
0.88
DEF2025_00004753
1,766,526,825,480
138.114.143.156
clean
Python-requests/2.31
2541df640aae758826d8e1d1e9c49cf0938fa77b0ed6af64806a0c0f7b5482fd
grok-3
collection
benign_query
2,953
0.658
false
3
28
a6a9b6aac2c0381a5046f352f0af3535de0f3e214fe5a85a3d18d5542cf507aa
windows
allowed
content_filter
false
1
DEF2025_00004754
1,766,567,745,362
124.125.128.22
clean
Python-requests/2.31
68232436cd3a0315e35107198275fba0ab748e39dbbdd0abb2b1505617079504
claude-3
lateral_movement
benign_query
3,029
0.529
false
3
49
696f6d0d6bbe3565a793eaa613941870807e4fde8eba806f567cd57a76255bd2
ios
allowed
content_filter
false
1
DEF2025_00004755
1,766,593,965,070
19.72.67.183
clean
curl/8.1.2
545f07c025a3080fdcbfc0adacf14c6f119b7bfd863c744409fcaccfcff13762
grok-4
credential_access
prompt_injection
2,816
0.598
true
1
25
d1ea8894e6c703305b546d80222a72670030f3e5487ecd46e7377a10555d8f3f
android
blocked
content_filter
true
0.9
DEF2025_00004756
1,766,559,405,414
121.151.154.135
clean
curl/8.1.2
7a5f1e27b8d47a28a77bde693a1084a11676fc6828e8796bb90ef9fd7f770d04
grok-3
exfiltration
benign_query
1,645
0.583
false
3
47
38203d0fc663414badbd2c589464a7d918f399a17ff071d067e5a02f4018752f
android
allowed
rate_limit
false
1
DEF2025_00004757
1,766,562,524,883
103.17.243.220
clean
curl/8.1.2
bd304516f2997f4272db2711b9e31fdf1aff39828f0fa0b707834b3d706966db
llama-3
exfiltration
benign_query
2,431
0.68
false
3
25
c2c9c0d4f20b5895a16075a4431ca831b6a861aab1222b8ea0aafca3a7719194
ios
allowed
jailbreak_detector
false
1
DEF2025_00004758
1,766,586,945,783
122.4.108.210
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ad28f3aad267682439c7febb0324fb9b43f4ad8b3694ba5ef12761cd1117527e
claude-3
exfiltration
adversarial_example
1,043
0.99
true
5
90
9e270783256d444608ee2861612ecb6abd412091365b82edb55ade774fd18b7f
android
blocked
jailbreak_detector
true
0.92
DEF2025_00004759
1,766,587,484,915
177.72.232.78
clean
Python-requests/2.31
2705a3eedc46d17fa0af2b25dccd1a0fdd77ac9b9aa7609a252a43ee6d1b1d4a
llama-3
collection
benign_query
3,190
0.334
false
1
14
7aefd3eca6b913ef17cf5de9a08eed7d553ae629023f79df3a7f91eb1d236783
ios
allowed
jailbreak_detector
false
1
DEF2025_00004760
1,766,534,085,449
70.238.175.253
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
053690dad06eec71be7dc1c8690ef4428b85abdba8eab5bde4910df5be6bf7a7
claude-3
initial_access
data_poisoning
3,908
0.001
true
22
323
c25259d1a543d1f09dada15410fc8668e5403d1eaed68197e1d664f23d55de4e
macos
blocked
rate_limit
true
0.91
DEF2025_00004761
1,766,563,005,676
191.32.70.124
clean
PostmanRuntime/7.32
95ba383339a18d20e54a0237b81d0dcccf0a062dcd0c772132a6611ebe16fa74
grok-4
impact
benign_query
1,230
0.793
false
3
12
2ebd7e51aba726f43b1ce9f6cc34cb37d7dcfaee2ee8984d672d3663a1151423
android
allowed
jailbreak_detector
false
1
DEF2025_00004762
1,766,532,525,641
74.32.57.88
clean
Python-requests/2.31
bd9acfe83254474c20c77859dfd23c8cb7c963367ad2d1df253c29054b9d6e7d
claude-3
discovery
benign_query
547
0.378
false
5
49
087282af2d49a21489ca2b1ac7508143e5565c30c80f92ee0fc3f5fc6ba6844b
ios
allowed
toxicity_classifier
false
1
DEF2025_00004763
1,766,550,105,092
173.168.65.58
clean
Python-requests/2.31
e6eb5383d024128c8e588c898a75b5256b816973e13c30fa63ea3fa20b140c1f
llama-3
discovery
backdoor_trigger
2,908
0.561
true
4
25
671d99548b3f4cddf9fdea5547859c45d0be1409d61e6d4add196ac900d8b39d
ios
blocked
toxicity_classifier
true
0.86
DEF2025_00004764
1,766,593,485,802
212.10.54.147
clean
Python-requests/2.31
3e3db6b98e007ed74ed40a13f3a11030117cc12fc51cf7767349970a67619f69
llama-3
impact
benign_query
3,344
0.058
false
4
26
a4afdea78fc3422921b8464be4bd87bc26aa1c3842ce430719b38bd5215dd8c8
ios
allowed
toxicity_classifier
false
1
DEF2025_00004765
1,766,567,085,539
199.174.35.37
clean
curl/8.1.2
a20e2dc5727b4cd35d241d5b6cb30e0108a3edc4b2cc57b5aaf48c6e2d55c544
gemini-1.5
credential_access
benign_query
3,140
0.619
false
3
28
5e2f7aceca2549f07435cef1fcddc2cf293bc97074be8130b8920e6315b6e050
windows
allowed
jailbreak_detector
false
1
DEF2025_00004766
1,766,593,305,792
142.37.65.179
clean
Python-requests/2.31
c31173f75e7bf6489d543c15e427c4d3ebf0444d52b6e0d5f4c52454869bb706
grok-4
persistence
benign_query
1,674
0.976
false
4
14
f7ab1410f460644dae0a0fb95a6671e8f0cb78fcb5f40273238d056d94b03c6e
ios
allowed
rate_limit
false
1
DEF2025_00004767
1,766,540,084,876
51.21.158.210
clean
Python-requests/2.31
af40a226615e93b044801994d6bac273dbac334c82f803db2305736dab7cee58
grok-3
initial_access
benign_query
3,309
0.143
false
4
34
e5554357b87bc008bd29983a3a88225753e88f4532882191807a53dc0a90531e
android
allowed
jailbreak_detector
false
1
DEF2025_00004768
1,766,566,005,057
195.41.249.14
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
f8e3b814f02d065c383f4ec5df144db43d9bd5ae0123baa2c2fb58c3d7bf63f6
claude-3
collection
adversarial_example
3,222
0.118
false
30
390
08c6dee59afee633a344fb0cc31761b1689a6bb19d912bcca31925d4ec4517a9
android
blocked
rate_limit
true
0.94
DEF2025_00004769
1,766,576,745,369
209.59.34.46
clean
curl/8.1.2
bcba52f15f5e8ad6e0631b264554d8d1e4fd55d45288a2e77776f7740875efde
llama-3
defense_evasion
model_inversion
3,592
0.508
false
4
35
62e7ba7145ecab6188fbbb3630a928f4d1a975bb443acc4da0d9fd4bfef6f015
linux
blocked
toxicity_classifier
true
0.87
DEF2025_00004770
1,766,572,245,576
57.145.211.79
clean
Python-requests/2.31
c338431ca1bac5c88b81181e8d0d1a31bc70441325740789c9b11303498b4637
llama-3
defense_evasion
benign_query
2,498
0.335
false
2
30
15eab64bc2b7b3b52bcdcebc35e415518e3cf17e3ba0cc3088629237b0f11656
linux
allowed
toxicity_classifier
false
1
DEF2025_00004771
1,766,536,904,981
142.167.35.127
clean
curl/8.1.2
2245765db1a4d3e4905870b67c36e38de24b5e99a6f6630e166ca7a3b8c39b09
claude-3
execution
benign_query
3,233
0.722
false
4
20
5b9f9355e2a751683d8fd05db259be0af4f7c8c77bc056101bb51b34fda84f32
windows
allowed
content_filter
false
1
DEF2025_00004772
1,766,586,645,531
117.15.112.87
clean
Python-requests/2.31
a6da3a359aba062630600d4036be567c951f190b7988b204cbd9bf688bd56045
llama-3
defense_evasion
benign_query
2,584
0.814
false
3
38
279acf5b125ece6c57dd0c8c41dddb259eae089a228d666a252068ae11e0a07d
linux
allowed
toxicity_classifier
false
1
DEF2025_00004773
1,766,586,645,606
61.251.170.203
clean
curl/8.1.2
8529ca5c5b6e1e1ccc42c0a434478bd9f12e589fb63be05ff38e3935c1f35a30
grok-4
credential_access
benign_query
2,331
0.547
false
1
32
8fbe82ca22b406c3096428e3a9bc0dafd110bbe3b401530f35e89f27e0546aa3
ios
allowed
toxicity_classifier
false
1
DEF2025_00004774
1,766,524,365,340
178.133.53.96
clean
PostmanRuntime/7.32
cb665fc5de8c4e8662333a3b2cba56cc83667c06c683588a4c73f4b8b706df5e
grok-4
execution
benign_query
2,042
0.445
false
5
40
3471c456cb9c01b2b56d238337aa39b5f8029b8e14fcf4daa3f099c19a86a46b
macos
allowed
content_filter
false
1
DEF2025_00004775
1,766,523,105,223
198.185.134.21
clean
curl/8.1.2
e919359422c9dd5b54d6ef295acc6cdcd70ce1f50764ac8a764f8b2c804b106a
llama-3
credential_access
benign_query
1,417
0.036
false
4
10
42bf564dd71dec987ccf88a6db75f9a77171c58dffe328cfee59418f72e42e97
macos
allowed
rate_limit
false
1
DEF2025_00004776
1,766,564,445,143
129.13.73.117
clean
Python-requests/2.31
a7a3f32ec50b04310b6b832fba9e0ed2513e6f423202eeb9ad7e0b8bbea5ade0
gemini-1.5
reconnaissance
data_poisoning
1,129
0.976
true
2
48
a9f694d4fbd56c6cd0663587fc1c73f4166d646cf2ddbd4d304d8a5e3fe960b0
android
blocked
toxicity_classifier
true
0.88
DEF2025_00004777
1,766,569,485,837
96.107.18.228
clean
PostmanRuntime/7.32
eb9e90e3966a89331384cf2b63727cc4533ac6ad522bca62861cea022a30c7a5
grok-4
discovery
benign_query
3,589
0.551
false
1
19
c89064265c3535e23826967845aad33d329d8255bd84a400fb443623029e87c5
android
allowed
toxicity_classifier
false
1
DEF2025_00004778
1,766,584,905,140
39.30.167.108
clean
Python-requests/2.31
bb6a67cc287fe0e2df86f6eed92708b3f126b2be94fbae627c274dcdce29fa0b
grok-3
persistence
jailbreak_attempt
1,678
0.433
false
2
39
1e940c82000c70453c1ac00e3b7403c39b6008f60af0f4917fcf7971e47ce6e4
ios
blocked
rate_limit
true
0.91
DEF2025_00004779
1,766,570,925,868
59.30.244.41
clean
curl/8.1.2
e50cc57e26af32349a870eecc29314a474655b12b41ca305c40473b30d5dd50f
grok-3
collection
benign_query
886
0.783
false
5
47
1397cbac7b3064c72e712c7e45ca61b2a75c3516bb859b93fd91ef3291e84bfb
windows
allowed
content_filter
false
1
DEF2025_00004780
1,766,559,585,128
171.161.74.60
clean
curl/8.1.2
fe1d57b12e018acc1d1ea91fff1d1d3a2b882a02191921cc553883c4c0b8595a
grok-3
execution
benign_query
2,420
0.475
false
5
34
aaec87dd29b734236133d4a08348c4129a1b3f65068c69722f26df78958a0936
linux
allowed
jailbreak_detector
false
1
DEF2025_00004781
1,766,533,005,018
32.226.13.174
clean
PostmanRuntime/7.32
fa73912b392ad0991742ee5e83dd35afc1ac01a29d399e66ea3ce9571a2d59c6
gemini-1.5
discovery
benign_query
2,294
0.358
false
5
29
58f74c76f777515d612cd01752e8e8e9e1d1da00d6c0c81a6ac3b170eb7946b0
macos
allowed
content_filter
false
1
DEF2025_00004782
1,766,598,045,689
126.169.185.56
clean
curl/8.1.2
3d46485f76e3743d06b360744eb51bbbc15160e196c77771c2577c5037fac6c6
claude-3
impact
benign_query
3,874
0.164
false
4
50
c8f84ef89df043642a7c9689c062f87304f7567189db85f8b726001f0d7ea9ec
ios
allowed
rate_limit
false
1
DEF2025_00004783
1,766,544,764,962
148.243.215.54
clean
PostmanRuntime/7.32
fb72927e973cfd9d6b23031a9a3b8a27759eed0c8797d23187abcb9a268df694
gemini-1.5
execution
benign_query
3,841
0.222
false
5
12
5826560e1212025687a019c82af8c4de92711b9ea66edf5f98a032cd59f9b0cd
android
allowed
content_filter
false
1
DEF2025_00004784
1,766,601,645,898
137.211.142.33
clean
curl/8.1.2
86f7f333722a26751e51002ccd2106faf948682f30e1d0d8c8a0680bd9550f3f
grok-3
defense_evasion
benign_query
2,093
0.943
false
2
26
f58cfcbd7affb4e2a0d9caa363f41d1e7be7992aa59621d62986c5f7401fe5d7
ios
allowed
rate_limit
false
1
DEF2025_00004785
1,766,572,065,420
67.83.244.72
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
6ebfba24d1cca3a7dfcdc39f1d5b531c155611a222c60bb289389c2ec896b989
grok-3
reconnaissance
model_inversion
501
0.499
true
7
203
b1831cf11bd2f91079701468d4de8fa5192f3a23f503a99428d84a306b799439
linux
blocked
toxicity_classifier
true
0.88
DEF2025_00004786
1,766,598,465,268
114.131.171.53
clean
Python-requests/2.31
0200d5f46da28fa73852d3d065c5b7beb2d536ba744d76b0ea6bd8e37dd36983
grok-4
exfiltration
adversarial_example
821
0.461
false
5
34
3264fa16b43298bc69e2c4ab48aa8775c025ed2bd62aee3dd789e62882a9a421
android
blocked
rate_limit
true
0.99
DEF2025_00004787
1,766,542,785,824
20.87.41.73
clean
Python-requests/2.31
b75d09315bc62e2a2ad78763bea4c36f28d22ccf0548d05132a22dddaf2b6d68
gemini-1.5
defense_evasion
benign_query
2,810
0.482
false
2
32
df49a06b541b71112444bc414d4ce1b5db518cc0396837cb9ddbf003c7b9e031
windows
allowed
content_filter
false
1
DEF2025_00004788
1,766,557,425,792
95.35.112.253
clean
curl/8.1.2
c8afdae27e02c57b7be0cab17d6c93de181368fa909014178d31393cde019b84
gemini-1.5
credential_access
backdoor_trigger
2,761
0.281
true
2
26
2fec8352e938a4c4bb45c41b5cfd44f2184ec810af12addf9ce24fa505a172b2
windows
blocked
content_filter
true
0.95
DEF2025_00004789
1,766,599,964,945
113.76.217.222
clean
curl/8.1.2
31daeeeeff6f3c1041564daf073c137d624dd8c2c24635fdddab4649f5bdc415
claude-3
lateral_movement
data_poisoning
4,071
0.461
false
5
42
1475a69e0fc7fb5b1627de32fed9c3cb6633cabe590d436c320501a0b5984959
macos
blocked
toxicity_classifier
true
0.88
DEF2025_00004790
1,766,561,565,488
55.162.117.97
clean
PostmanRuntime/7.32
624c7817a2dd03bed61a65e19b00da48a823f94442831dd1a2537811b376563f
claude-3
impact
benign_query
2,306
0.965
false
1
36
b5561be0e020c041e1e41b9982042d9b1371265ee97d23e784182c5aca6af572
macos
allowed
jailbreak_detector
false
1
DEF2025_00004791
1,766,560,965,345
196.48.230.28
clean
Python-requests/2.31
51daeadedc5f8d5c9b690c9dc703674b74a086fc742f6b4f803b07141936cc3d
grok-3
impact
jailbreak_attempt
1,699
0.469
true
2
14
73775267a4613326938e82fdc2ad184ce3b57ae1dc655e51fd2ea5fa611e8844
linux
blocked
content_filter
true
0.97
DEF2025_00004792
1,766,592,285,505
205.202.210.115
clean
curl/8.1.2
957f9614eda368d922e990a71b4be8a59fd60f0b55f3dc78f1303dfb98345a8e
gemini-1.5
discovery
membership_inference
3,286
0.69
true
5
35
c765e0f40e0285a06a27db7bb7a3559c04675d0b032d7ea3d6fe3d379350ed43
android
blocked
content_filter
true
0.94
DEF2025_00004793
1,766,523,165,193
96.34.79.194
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
21776f2c298522b4fe8a12231520301e3037812bd0ed9d654564f32701637b11
claude-3
execution
membership_inference
1,043
0.787
true
26
176
3a145a8dd6fe596a5a4bd3b243436dc0dbdfd52fcc7a5f14c12d8212730164cb
windows
allowed
rate_limit
true
0.91
DEF2025_00004794
1,766,568,225,643
20.169.62.35
clean
curl/8.1.2
f71129566fd58774dd6c96324e5a7fcdb74616d2e2f7f3623c85e9f1709fb054
gemini-1.5
initial_access
benign_query
1,486
0.653
false
2
27
a10d7bc4b74d1daeadc851868517e596d04e14671a296943ec2f3f764165e621
ios
allowed
toxicity_classifier
false
1
DEF2025_00004795
1,766,558,385,924
65.86.41.59
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
9c9b38a41dea166a8ac6e22d82df8f1df318472ee478f84b4fa76ccc56abcd27
claude-3
persistence
adversarial_example
1,687
0.765
true
15
281
3f39393508a6cb7dda5a01f5f6d3505e39b4354d78dc799202acb59134dd1a36
ios
allowed
toxicity_classifier
true
0.86
DEF2025_00004796
1,766,547,285,322
84.42.72.61
clean
curl/8.1.2
06d36825e96899aa4236d6c5589efab8dd91ee528ed49c47507e4066055e2184
llama-3
lateral_movement
benign_query
1,253
0.314
false
5
19
4a13bbaa80d758b601abcc09bedcc9b2ba25deb2ea71b124c9bec163514279bc
ios
allowed
toxicity_classifier
false
1
DEF2025_00004797
1,766,550,405,585
112.147.101.193
clean
Python-requests/2.31
eb8c1d9989d7c28bd2cba9920669da7b27e15acce4c5f99888ad5cebf130deed
gemini-1.5
persistence
data_poisoning
1,948
0.019
true
5
30
d2f83c46ff4cad5e30459be1c1040b6abca9a3f335c1b6d7a9bf1821a6732313
linux
blocked
rate_limit
true
0.91
DEF2025_00004798
1,766,583,705,391
178.198.27.128
clean
curl/8.1.2
e4a63e0c072e01a24feffd77bcbaa7c5b973ecdd4eaf13950471b451d3c56bcc
llama-3
execution
benign_query
3,957
0.914
false
4
25
c42fafc1eb5b3da5758f1452aadce600f0a611fce908c83d748f02b707417ee8
windows
allowed
toxicity_classifier
false
1
DEF2025_00004799
1,766,555,625,362
172.221.159.251
clean
Python-requests/2.31
e210ebbea97535996dec515087e848a85fd82cf401efdae32440f5558c4c9972
llama-3
execution
benign_query
2,346
0.077
false
3
34
2138932071da0ff99d70afe9dbd31df87a5e37c050444cca97cd93b49041a29f
linux
allowed
jailbreak_detector
false
1