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_00011900
1,766,586,965,560
164.216.112.44
clean
curl/8.1.2
0b5ea811b2888334138a5af374816078e9ebed7d3d23f762fdaa3aa29f3570f2
gemini-1.5
collection
benign_query
2,940
0.023
false
1
12
5636c4634894ae9df896e4179135c2aa90346bc5499ce9a656c4727613ed5707
windows
allowed
jailbreak_detector
false
1
DEF2025_00011901
1,766,587,505,578
181.96.2.60
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
1b0bff636a4513f590b8c1f87d1c692636afaae7ee8b784c38440efa4a426d99
gemini-1.5
persistence
adversarial_example
3,663
0.283
true
17
218
5145c6cdc701d4f6d22d51068c87d0b8aa17208e11bb5f1cdd423542224ddab1
macos
blocked
toxicity_classifier
true
0.9
DEF2025_00011902
1,766,534,045,199
54.254.37.95
clean
Python-requests/2.31
7adc9dca5aca99fbdea09e8f405604791b27f9027c445c9ead51d1a96f91b78a
claude-3
execution
benign_query
1,354
0.768
false
5
22
9fdddd4296f1e90ab46d1295c4d6fb6eb84cd298863d6ffc11925133c1251e95
windows
allowed
toxicity_classifier
false
1
DEF2025_00011903
1,766,552,105,913
31.40.164.118
clean
Python-requests/2.31
a9b9fed02948168dee4b635cddf0dc19a4697a26171529a3a7bae554d08e0801
gemini-1.5
lateral_movement
benign_query
847
0.712
false
2
26
88cbb21391c2e2ce0ab0d1a285e8fd42f99bc3a954765f175543ac1d571a31ec
macos
allowed
toxicity_classifier
false
1
DEF2025_00011904
1,766,561,165,086
48.172.213.177
clean
PostmanRuntime/7.32
fa95edcfa818a47bb97b8a5a805aadcac46ec39a1156a563603127ac1fb7be9c
grok-4
execution
benign_query
927
0.307
false
3
36
d1f5b8308ae35a5fccb8a08bb37460a03778ab5f43162e570cc3c204cb1f6a23
linux
allowed
content_filter
false
1
DEF2025_00011905
1,766,555,045,564
72.146.172.111
clean
Python-requests/2.31
6cc6bd5da9cca45277ae68fde1fc0e873a0b52aa3519d51290827d15b7868618
grok-3
execution
benign_query
3,327
0.381
false
5
42
4ff10ba888baf971c52673894e787b4e7e012a93020ad4bd68631d5931eddedb
linux
allowed
toxicity_classifier
false
1
DEF2025_00011906
1,766,542,625,296
56.249.16.183
clean
curl/8.1.2
16625d1a67f85356dbf6f5da8f275a594f76c32309d153c3946e53324c952693
grok-4
initial_access
benign_query
1,530
0.503
false
1
41
4669a63b63f2c1a2b98fc11c047fdcae48eb803803611d99b126e6ec961b0ff3
ios
allowed
toxicity_classifier
false
1
DEF2025_00011907
1,766,561,585,965
220.238.119.114
clean
PostmanRuntime/7.32
022940b3816a696a677ec2b18bdf018a02f5c35b13763fd7b6e658d074362778
llama-3
discovery
backdoor_trigger
2,164
0.115
false
2
47
b41ca23696aad91c1910213eb8adf22e1bf9136fb60788c05a930229e8484d98
windows
blocked
jailbreak_detector
true
0.94
DEF2025_00011908
1,766,586,965,146
151.162.87.227
clean
curl/8.1.2
8eb78bcab3db24f0d60ab22255042757b1b0ed0d13bbfbd5f4165fecd2d8123c
llama-3
discovery
benign_query
928
0.315
false
3
42
d1d83d76d378c9a42766a8c39caecddd7a26eac54d5853381c0b617ce1b672d7
windows
allowed
toxicity_classifier
false
1
DEF2025_00011909
1,766,554,025,288
202.129.116.160
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ddbb6c5d2f5eca502e7b242e19d7c840120defa01f77c40cdecbb86a7e8c4989
llama-3
defense_evasion
data_poisoning
3,813
0.282
true
28
366
7442900cd4286c4159f7a5546cb5cb5d30864c091789ce51946fe6a5f11e0b01
linux
allowed
content_filter
true
0.98
DEF2025_00011910
1,766,547,365,254
160.149.74.96
clean
Python-requests/2.31
73525aaf823fd37b0d69de41aef711b61c5853f8e29c4f72545721bd7c8aec11
grok-4
defense_evasion
data_poisoning
1,750
0.018
true
5
46
0ea7eedce267bbd7493a72521b699070a3c15e478d2f4d943543a29bbe2ec9de
linux
allowed
rate_limit
true
0.96
DEF2025_00011911
1,766,587,265,999
50.208.12.95
clean
curl/8.1.2
fd6c63aa1cc489d504c989e3344b3a351483e96b444ded33a5c262df8a5ae0f8
grok-3
exfiltration
benign_query
574
0.291
false
5
14
4a77b2d90a8935e9e1b4eabf0bce40d477e8182354a3e05b4d903432e5a26bf3
macos
allowed
toxicity_classifier
false
1
DEF2025_00011912
1,766,543,945,916
59.169.1.126
clean
curl/8.1.2
0c7330b06c6a4f36d25816ceaa563e8e002212925bffe6a51dc084e6315c6519
grok-3
collection
benign_query
740
0.852
false
3
32
13e9e3f5d89a5f2badc280c7df3679c46830f1153272d99ed4492617493267a7
macos
allowed
jailbreak_detector
false
1
DEF2025_00011913
1,766,594,105,216
182.19.91.52
clean
Python-requests/2.31
16e41fc4b3f673516f897ae1652a08a945a844561780ced8d9757e8cdf2816a9
grok-4
credential_access
benign_query
3,554
0.24
false
4
27
3f13f3495ce9217174b1d48e05fbe13472cbee7f862a4cacfc0eb1c3c6d48d48
linux
allowed
rate_limit
false
1
DEF2025_00011914
1,766,533,565,709
65.251.143.79
clean
PostmanRuntime/7.32
9015b9e453fee957b02b388d9c57955638d577701c4e3f14ee14ea0c86c3bab3
grok-4
execution
benign_query
3,545
0.346
false
3
26
fede2e7f1bc88bde5b1a8354ecdc3bcf36f8149a9d67ba916ae9017afe3bd4dc
macos
allowed
content_filter
false
1
DEF2025_00011915
1,766,583,065,128
160.46.27.215
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
eb609277c21a1b37a2ac316e253dd81d2b07cb35038d3f29fa0db3e735a477f6
claude-3
impact
backdoor_trigger
2,904
0.133
true
24
345
396452b889d94f7cebb3e151ad0384fdea4704cc8487bf4e05a41e80491204a1
macos
blocked
content_filter
true
0.96
DEF2025_00011916
1,766,583,545,947
62.34.146.73
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
7ded9f30a0e6daa8cbd085a0d1352036c67f5acbd1e5adeebc3f5a741dbfa845
llama-3
exfiltration
model_inversion
1,385
0.242
true
14
191
c6e15ed5548ea339d497d12c49500c1227fcf90f1bd72d776cf98408b42a2c2c
ios
blocked
content_filter
true
0.86
DEF2025_00011917
1,766,563,925,647
52.137.220.203
clean
PostmanRuntime/7.32
66711672e8cf4f46e7c0622533c1bce202b57c73cc3d15b4b172a2b0c15bd927
grok-3
exfiltration
data_poisoning
1,576
0.374
true
2
10
fabc5a4fd80c28753ef19e3e7183258226a1acf5f73ae251c88867e7bd56873c
windows
blocked
rate_limit
true
0.96
DEF2025_00011918
1,766,568,425,577
171.150.109.38
clean
Python-requests/2.31
a2227f3bd57684a4889418144a116e0eaeb2098a96b299ca913a8b316d46558b
gemini-1.5
discovery
benign_query
2,857
0.201
false
5
35
96f7bfc9c6db88c1cc017b7de33a0d18e00525d939ea5038dbdc1654f2c186ae
android
allowed
rate_limit
false
1
DEF2025_00011919
1,766,548,865,739
71.222.53.120
clean
curl/8.1.2
e03157ac758cceee39bae9dae0453c75aa8ddb58ee91e6c29990d67306339c70
llama-3
collection
benign_query
3,852
0.392
false
5
40
285fc1d39230ff34c1bafac769105514d1e95cbe10385b3a81680bdbb17eda1b
windows
allowed
toxicity_classifier
false
1
DEF2025_00011920
1,766,545,625,333
159.78.158.116
clean
curl/8.1.2
827cfd532a9fff7fe7099b5217ac6e57deb519c1165f6e61e3dc19418b600f31
llama-3
defense_evasion
benign_query
3,113
0.547
false
3
47
c19350a52ddf2a62a15c0f8d8a7bb4517654a68a5a21790d927c655e2129d968
windows
allowed
toxicity_classifier
false
1
DEF2025_00011921
1,766,568,665,685
165.115.44.115
clean
PostmanRuntime/7.32
3c83265d194eca5cd2f94c2d0fdd173fffebf1eb5067567eb7e1d9b5098b7850
grok-4
initial_access
benign_query
1,725
0.296
false
4
38
7066f611d877c3a9d6e26e402f47f6af4ba8734197616dee310e4d5f8d2c5ea5
android
allowed
rate_limit
false
1
DEF2025_00011922
1,766,550,005,288
133.24.69.109
clean
Python-requests/2.31
6144d0917a30f44ecd60dc00e49be0c6b8fd4a163951d73c0ecffb97149a8e43
grok-3
exfiltration
jailbreak_attempt
1,969
0.945
true
2
26
039645055f7a3f6b27e78329c18d9b3045a545224ace41b95b10cdc19fe35c8f
linux
blocked
jailbreak_detector
true
0.94
DEF2025_00011923
1,766,533,925,794
6.92.87.194
clean
PostmanRuntime/7.32
b1ba38ef7251ad381b038c1ada1bc5c157853d0037801ac995c5022a648eff2b
llama-3
lateral_movement
data_poisoning
2,342
0.614
true
1
49
b11f0420297e8dcf174b03dde75181521c791f042a9718cd6dcd43959d4ed3f7
linux
blocked
jailbreak_detector
true
0.91
DEF2025_00011924
1,766,560,805,904
18.192.10.61
clean
curl/8.1.2
41dd360bb32bb7cae3a06fce746f9a92868186e3fb0423b3394d59e12703ce7e
claude-3
lateral_movement
benign_query
2,176
0.508
false
3
28
42da8667c6496e0c9000cfcac4ee0ad16d127aecc5b0a85df181cffc7048c284
android
allowed
jailbreak_detector
false
1
DEF2025_00011925
1,766,526,665,889
213.27.19.24
clean
curl/8.1.2
ea9a076b01f027eb9d28d2e11156b55b25eac9d03d2659f2802c4967157fe68e
gemini-1.5
discovery
benign_query
743
0.524
false
1
34
1041dce8c7c84ec73399d9472dd0fffb416dba9a6cfdfd11f1d67f41aaf7969d
android
allowed
jailbreak_detector
false
1
DEF2025_00011926
1,766,595,606,048
133.156.6.52
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
d4532e3c38ba0e14cc7d7f8a2b642f9be8566e79189654deb3f58b6123ffaf53
llama-3
impact
model_inversion
1,780
0.121
true
23
253
856e56d4047bb52763f9717409110c8b472dc9f5fc2d1b972ab0dcc06e20ed9e
android
blocked
jailbreak_detector
true
0.93
DEF2025_00011927
1,766,593,865,436
163.231.43.84
clean
curl/8.1.2
a5f0ac0d54a5c2f472d9e4c3d52bdec8436023d77499da161af2e0360e5c96c5
llama-3
lateral_movement
benign_query
2,745
0.993
false
2
39
67a2a61531f744b97b061bb062ae7fa033156189ba76e1942a1bdc0174bd3a68
android
allowed
rate_limit
false
1
DEF2025_00011928
1,766,566,145,219
201.22.86.103
clean
Python-requests/2.31
3610d412e9a069ae11bca88191d01e5403aebc0ce88df3f439cae8cc77c4658a
claude-3
initial_access
benign_query
3,844
0.406
false
4
20
ffd185cf7819f9ea65a3e3396af64b04529a122f02b6058e0328485d22384cc5
ios
allowed
toxicity_classifier
false
1
DEF2025_00011929
1,766,520,005,870
160.149.213.169
clean
curl/8.1.2
7593abb2cb28fc6a544376d86f7e34aec12fdadcd5312f5496ee17694b1121e8
grok-4
initial_access
benign_query
3,738
0.218
false
3
26
194f9db4ae5487d6721de6d06221398df65612d5d43606ddbb50e9e08209b3e1
android
allowed
toxicity_classifier
false
1
DEF2025_00011930
1,766,544,785,580
17.94.238.169
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
6fade3480ce21c6ae38a724083d6edfefb34cb5fe10543a80969150c38cd2c74
grok-4
impact
jailbreak_attempt
3,842
0.025
true
11
244
dd559b3d485d5c2736443833f8aef6219f6cba5df07432e30e04649dfaed267f
linux
blocked
toxicity_classifier
true
0.96
DEF2025_00011931
1,766,593,805,352
53.36.39.85
clean
curl/8.1.2
c6a701758c68c24413cde60027178ef1ea6e08caa42e70e4cfd022ba3f0431ce
grok-3
collection
benign_query
2,748
0.007
false
2
40
a9a2b67a5d6aa82b64fb6324ee90fee38b64f63704ef190cd5712517b45a90b2
macos
allowed
jailbreak_detector
false
1
DEF2025_00011932
1,766,575,745,567
69.171.65.161
clean
curl/8.1.2
a312e6c980cab58bf75ebe55a5a197f689e9923fbfe250dc9d3c4f56209d0dad
llama-3
execution
membership_inference
2,361
0.722
false
5
11
f71932ca180cf2e9b7992b5771fd4e8ae51e9ae185cc7758de5fe5d6075d74bc
windows
blocked
toxicity_classifier
true
0.9
DEF2025_00011933
1,766,601,905,729
68.32.84.51
clean
Python-requests/2.31
0c5bda76ef866cfdd4a2c63358951542f6bdf3ca82c22e2a94d21f09ba2839ce
grok-4
persistence
adversarial_example
2,794
0.952
false
4
29
3dca2f05d61e39fa7063788853239d59116e4b11813ed4fe33a5f53808683d7f
macos
blocked
content_filter
true
0.95
DEF2025_00011934
1,766,575,265,531
7.46.14.122
clean
curl/8.1.2
23944f0562e826e6bedd60584c067603070b3d8a58b5dcf882af8bb765443ae4
llama-3
discovery
benign_query
1,381
0.829
false
5
49
79b02e3a72933834c310b5a856c9464a9e30ae4bd38af2a845d11c78f9593545
android
allowed
rate_limit
false
1
DEF2025_00011935
1,766,536,266,171
29.57.172.125
clean
PostmanRuntime/7.32
81d964483b79234cb92ef94328dc60a51541bdedc31d85926e8fba68de6ba408
grok-4
defense_evasion
benign_query
2,287
0.891
false
2
13
865ae6ac29bf5687633ebb391c55e912918b83d01ee35ab3aa39e66417de7362
ios
allowed
toxicity_classifier
false
1
DEF2025_00011936
1,766,520,605,848
71.74.98.84
clean
Python-requests/2.31
067367ba6b48ad7c15c903f3d0e9a5333b987bf1d0c2870729c03705ca91c557
grok-4
defense_evasion
benign_query
2,976
0.842
false
4
23
1474907cbf79ea2db54d5352a219a4d216a4548e9e806e0f4bb21ed55f06c8fe
linux
allowed
content_filter
false
1
DEF2025_00011937
1,766,572,265,982
205.193.238.37
clean
Python-requests/2.31
5dce0d24e873efe66433839a5f1d688535e21bf419fc94c022f53845feda66d8
grok-4
defense_evasion
benign_query
2,075
0.706
false
4
13
98b2ad5810dfde58d4fd3f884cd545c4e3cc95328ae99a6641ae0b45e175fee8
ios
allowed
content_filter
false
1
DEF2025_00011938
1,766,539,565,586
72.47.228.219
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
b41bc383ac47545b9588a5004f514330026bf52c140247923ae496693c1f548e
claude-3
impact
data_poisoning
1,420
0.953
true
6
318
1a7d323fb3e01027b59d1461c9f5d519037aa522d78ab18844f75efd98e4aaf8
macos
blocked
rate_limit
true
0.9
DEF2025_00011939
1,766,531,105,866
100.144.149.141
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
22bed4b8a37c2e1aff49ba62fac9eeaa9fa0d1061a8b5b88257d66360c6a0d2d
llama-3
exfiltration
backdoor_trigger
3,284
0.901
true
11
199
8ba7e60e9b3513707fb873d2d7348ada90bf1ad13db912f041ead24b989330e4
ios
blocked
rate_limit
true
0.98
DEF2025_00011940
1,766,580,065,666
13.17.62.158
clean
PostmanRuntime/7.32
e461598834e7ac8df5f8397075513175d672a2f05e0fd56d549b566668d7d6ff
claude-3
credential_access
benign_query
3,594
0.956
false
1
21
f7ecf03c86cb2debb52c9153bd44bfdc9f7740d5c4ad73a33071256a6f24a633
linux
allowed
jailbreak_detector
false
1
DEF2025_00011941
1,766,531,225,505
47.248.216.73
clean
Python-requests/2.31
84ee2f16a9abee78470e985776285e2a3a807f1c9c136b5d253babb83dfd1c9f
grok-3
reconnaissance
benign_query
1,116
0.658
false
2
37
83f6caafa0cb7980ad63c66c8ee3f57ae6bbf204b748ce286dacb54bb56c19de
ios
allowed
toxicity_classifier
false
1
DEF2025_00011942
1,766,570,345,531
127.206.91.88
clean
curl/8.1.2
b946fd18cac9ea500de7cb8f3315710ff91fe8800a6478acc0a06cbe960a6523
grok-4
execution
benign_query
2,233
0.543
false
5
11
0f2e3d6dbad79e20232ffd15e1f7d35a49f8f638058a6e530b0be3b0319743ca
linux
allowed
toxicity_classifier
false
1
DEF2025_00011943
1,766,602,685,425
75.181.119.113
clean
Python-requests/2.31
b211e81205ff7535d6a1d6195776c2667d34a05da560337b05ed011727a6497d
claude-3
persistence
backdoor_trigger
2,823
0.391
false
5
34
f15675c297caeeafa3937a2c884bc2f5ad7a2b5f3c4913f83085b80e6d1fafaf
windows
blocked
jailbreak_detector
true
0.96
DEF2025_00011944
1,766,547,906,194
33.104.187.118
clean
curl/8.1.2
6787b23f699c0f387baadeead167acd3797d1e674e6b94dfb8017a6701506db4
grok-4
initial_access
benign_query
1,351
0.592
false
2
36
7d81e4e84d4dd8022d506f5f598a7e0cada78ddd4d871728a50f6baec0a36280
ios
allowed
jailbreak_detector
false
1
DEF2025_00011945
1,766,529,366,102
56.213.156.237
clean
PostmanRuntime/7.32
8e5bd891ab6352b0b2a4f26ad2026dc522f8107261c474871045c70ffd4807c2
grok-3
persistence
data_poisoning
905
0.146
false
5
11
ee7198a48235dbf5a14a379c37a673d8b9259d1cf04971202a20de2f1991def6
linux
blocked
rate_limit
true
0.91
DEF2025_00011946
1,766,592,785,526
81.255.223.251
clean
Python-requests/2.31
d17e96ad93e31a3fa5c4adbe4841287e846f2494cac903df1d7d0be1e152eeda
gemini-1.5
exfiltration
benign_query
3,853
0.979
false
3
28
e8ee0324f086fdffed841754642e386da415f7e74ec5aee5389ea98559f55331
macos
allowed
jailbreak_detector
false
1
DEF2025_00011947
1,766,549,766,190
108.27.24.70
clean
PostmanRuntime/7.32
24f17f2cf234d026508030055e76deb927cd14ef5f8eaf24b4e95e484bc55087
llama-3
impact
benign_query
711
0.879
false
1
40
9466245671b6800e08847d3dc7b18e424b4362806feaa28210a32929b3036081
android
allowed
jailbreak_detector
false
1
DEF2025_00011948
1,766,562,186,326
199.184.113.66
clean
curl/8.1.2
18225627f00833ee84271d3bda5338ee21b32ffa2b9a64883f3cf212ff517b53
llama-3
defense_evasion
benign_query
1,739
0.59
false
4
24
a26ebf054143bcc07d79146f13ea5e865b5c532d9b91a6150bc9d0fd51080e32
macos
allowed
content_filter
false
1
DEF2025_00011949
1,766,530,266,280
48.39.85.100
clean
curl/8.1.2
4e2549518f1856de82c0d7162cff9cdcbc7f4508528268a17acdad2588fcf0eb
grok-3
reconnaissance
benign_query
2,474
0.728
false
5
39
28fd1855dee00b2c993eb29fedc47147c9988b961e3b1bcdb22ecdc74fec05f9
android
allowed
toxicity_classifier
false
1
DEF2025_00011950
1,766,596,685,847
172.151.4.230
clean
curl/8.1.2
a86d117c94e3e67f581609603b8c8e58f0975868c51c2ae959b263d89f51ab09
gemini-1.5
reconnaissance
benign_query
1,800
0.679
false
2
32
68325c857ed3b3a43132e621e72c919477e8dac39a03fcf55713a06408164d0a
ios
allowed
rate_limit
false
1
DEF2025_00011951
1,766,582,645,694
145.141.30.107
clean
curl/8.1.2
ed5825ca3a0dc8e04f085583d157e29e6da6d600351218e81ebc7b8b153c894a
claude-3
persistence
benign_query
1,994
0.386
false
3
35
b8a01884252b53f560ee78a24d73916b969d5dfe6a85a50a76429ec6bc5e562b
android
allowed
rate_limit
false
1
DEF2025_00011952
1,766,568,845,903
76.66.218.151
clean
Python-requests/2.31
f6b833bdfd5621c07e19f4551be01d0309ec99441041f1dc26ac295a2d391f38
grok-3
execution
benign_query
2,832
0.232
false
3
25
67037dc759fb821a9d417c072944ef197194bb528758d137de2be67d7d402313
macos
allowed
rate_limit
false
1
DEF2025_00011953
1,766,535,785,858
27.7.70.82
clean
curl/8.1.2
007cdbff1cde32345d18c2fa14036c6aff8a42b1f3cb2b4117dccc829448a2a8
llama-3
lateral_movement
benign_query
3,678
0.903
false
5
16
37ff6f273b68b6128e1000c66cbacd13dadce66661306bb4ff1e8ca61d3e3731
ios
allowed
toxicity_classifier
false
1
DEF2025_00011954
1,766,527,446,064
92.177.65.169
clean
Python-requests/2.31
626ad2b04a2261b2b151a8343f19318392c69c180d02554e1a10e50ba743d226
grok-4
discovery
benign_query
1,196
0.143
false
2
21
a89c523397717d629d9d4c76286e928b5a046cdbf348cf74deecd71f3e173b71
linux
allowed
rate_limit
false
1
DEF2025_00011955
1,766,530,746,393
108.216.112.24
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
c14da25d16059b30c5854a7cc9c3f5bed8f5408159d14f7294b36d2cd5784349
claude-3
reconnaissance
backdoor_trigger
3,164
0.449
true
11
295
fd32003285a0108358905997914d652c67d2c4c5aa64fe2d9007113826abf1f9
android
allowed
toxicity_classifier
true
0.89
DEF2025_00011956
1,766,576,526,059
120.197.9.50
clean
curl/8.1.2
7d2f1fe753075d3f96e2566bbb719e205ef640670d934120b715bb57cb189e2e
claude-3
collection
benign_query
3,668
0.236
false
2
27
ddd6133ffd3ffd9f1c5cc7d5d00977a5b936f85918d77a085140b1e2a0cdc187
linux
allowed
rate_limit
false
1
DEF2025_00011957
1,766,587,566,009
169.233.235.224
clean
PostmanRuntime/7.32
fae8718ae7935389a3b8887ba621bee27707108003e0b2623fa89af94b5a6f70
llama-3
persistence
benign_query
2,413
0.709
false
2
29
d891580cf231f7d1820eb1d9c60674b8f025604221bea99d9485a9346f87aa10
windows
allowed
rate_limit
false
1
DEF2025_00011958
1,766,542,265,887
181.120.137.125
clean
PostmanRuntime/7.32
dd973cc587465d861e29dd32c4429e80761f5a9027da39fbfa15bd54d71d887e
grok-4
discovery
benign_query
943
0.356
false
5
23
735b419e309cf915f187f62708e922b0f20b687009d91d61c70a19924f57c2bf
windows
allowed
rate_limit
false
1
DEF2025_00011959
1,766,522,826,320
85.154.106.205
clean
Python-requests/2.31
df53f77bf4b835c599e8e02118cb6960c0fcca99a672d5d3115627467890763e
llama-3
discovery
benign_query
1,254
0.421
false
3
25
9a86feb9da40915d6646467bdeba19fe182b71975eb1eacaa84ebe55caf58801
linux
allowed
rate_limit
false
1
DEF2025_00011960
1,766,592,965,529
58.124.31.87
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
4c18b02bcdc66c2abbc93164e61fc8b11e7b7f9f7000c0500d02a6d478cfe2c2
llama-3
collection
adversarial_example
3,698
0.594
false
12
391
3ecace96a399f52195529648e7b3f76b7e6109e871f64e36f5f9a311a6104cc0
android
blocked
toxicity_classifier
true
0.89
DEF2025_00011961
1,766,561,465,515
110.187.216.162
clean
curl/8.1.2
875d8bc0abc13ba1709d5541f79cea314763892abeb6b94953da960a965835b0
llama-3
reconnaissance
benign_query
2,461
0.581
false
2
25
b6153a24655d83568b377b3b52d0385fd7454f9b0581c33746cb6b830ac4dcea
windows
allowed
rate_limit
false
1
DEF2025_00011962
1,766,569,385,782
94.76.221.153
clean
Python-requests/2.31
5e088a931f5c46a605f6a058acc58391fb67a24585bdbcf88d3340a452b20e4f
grok-4
persistence
benign_query
1,130
0.851
false
2
29
75e77bf385531f47da63c902c8fe02819d811ed4ba52532a49a99c03186ca0b8
android
allowed
jailbreak_detector
false
1
DEF2025_00011963
1,766,528,465,573
45.84.58.29
clean
curl/8.1.2
1d0d01c16484266eba8d3c222a006a1a37a758077862a95c4ff48b5130d81bf1
claude-3
persistence
benign_query
3,275
0.561
false
4
46
d84efe334d706d7003c2558dd8462e96d4db35d6754ecc2003ba838af3010cff
macos
allowed
content_filter
false
1
DEF2025_00011964
1,766,547,606,322
102.237.174.220
clean
Python-requests/2.31
1216558a19de486a14f7a0e4c811cf614de0fb3ce7d3e262c724c3f3f02ddd85
grok-4
persistence
benign_query
3,172
0.208
false
5
39
1cac12490123f83935adadf900b4e235d558eba439d932c3e0e39d5d13a503f5
windows
allowed
rate_limit
false
1
DEF2025_00011965
1,766,550,666,125
130.67.251.131
clean
curl/8.1.2
23e0a89b2d8ff40c2df0dfb868843c3da1b02da6ff29a6b43a265a30ea94afe4
grok-4
execution
benign_query
794
0.474
false
4
43
2155d8a081bc904e53d706f8659ce6cc75c5ad38a65fc3a99249f8e681144027
ios
allowed
rate_limit
false
1
DEF2025_00011966
1,766,519,585,597
123.69.32.120
clean
curl/8.1.2
10030474c2ba0e5272cd414aadece3b8d2a8e123dfe1cc869ebb652d1c1a30ee
gemini-1.5
collection
benign_query
2,083
0.227
false
4
42
36e35bd703e20a59b5ffba30288b2efb1471bc09486fdf8b8c50e0e2ce664470
linux
allowed
jailbreak_detector
false
1
DEF2025_00011967
1,766,587,686,472
194.150.216.163
clean
Python-requests/2.31
7543d8f17d3312052993b7557efc721218a2059bed403b4e40f0597e87b1b468
claude-3
lateral_movement
adversarial_example
1,572
0.564
true
3
10
cc9175c046c49e0e4e88a15d892e4dd467491feb67f88babc2403357e0b63748
linux
blocked
content_filter
true
0.89
DEF2025_00011968
1,766,603,586,155
76.209.42.220
clean
curl/8.1.2
0aa8af04bcb9859feee3f10605ecc388425c184ace52d8f41222e3fc70b3d402
grok-4
defense_evasion
benign_query
868
0.302
false
2
15
28d27c79559cff8b9f567a4ab98ae5ea945055ff1b6b6c2e8343a5bbd36553b7
android
allowed
toxicity_classifier
false
1
DEF2025_00011969
1,766,603,945,926
43.68.37.210
clean
curl/8.1.2
1bce4fd112e3e38a052b92c6964ae156d2d3f815d17f9c36f3d6ab00378174cd
llama-3
execution
benign_query
3,786
0.426
false
5
12
71c7c82e1abf6627c85271a7602a693a63b9b8a947a803de3ca6f03e1b45d126
ios
allowed
content_filter
false
1
DEF2025_00011970
1,766,582,766,387
79.67.193.60
clean
PostmanRuntime/7.32
cc8ae46f29e7892fa685e23974260e40380b85f18e35b73bf62a7406a51dd68c
grok-4
discovery
benign_query
825
0.35
false
1
37
4f64eb741a06d6f4b58c0605b63cf1931c080b4b3409df4b969ba26129f46153
android
allowed
content_filter
false
1
DEF2025_00011971
1,766,573,765,951
95.61.199.84
clean
PostmanRuntime/7.32
e5d4d43ab8e202b6209ef4d71adfc29684d461f85ad8f25051860e2b80fba59a
llama-3
execution
backdoor_trigger
2,014
0.229
true
4
32
404c9fd6fa7da23bf23c6ad15e100aac05daf9b329af8516250a816329debee0
linux
blocked
rate_limit
true
0.88
DEF2025_00011972
1,766,562,485,723
61.54.244.191
clean
curl/8.1.2
bf3601b62f38595f4be80e392d21a09427a581f3701ac4c6f6149a71c6ab1f90
gemini-1.5
execution
model_inversion
530
0.141
true
1
47
ddb2dd1abaa109dffa343e2fe209f345026b04ce9be8e31d60a0f5281e2b8a02
macos
blocked
rate_limit
true
0.97
DEF2025_00011973
1,766,563,626,193
159.52.199.243
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
9536b83c2c4530d3ecfa87d6469e1c09619c4c56b02c6f43433425762bdce7ed
gemini-1.5
lateral_movement
backdoor_trigger
3,613
0.691
true
24
160
a8964cf9f8ab8efee984c282be0cbdcc9481f60f6e7fd50cafe3dfcc659c9b0d
android
blocked
toxicity_classifier
true
0.86
DEF2025_00011974
1,766,567,766,101
21.227.136.1
clean
PostmanRuntime/7.32
1c418041f60e6ed7735d15c11d7c75502f6e8d0f7227317b57c2c49b36f9a978
grok-4
credential_access
adversarial_example
1,091
0.65
false
3
36
d0eb6af316b2dfa4b256a9fa93278a2bb768c6922ccd7277af27f843ff9bf18a
android
blocked
toxicity_classifier
true
0.91
DEF2025_00011975
1,766,531,766,001
135.13.223.245
clean
Python-requests/2.31
87c8afcc13c830ad597ebc556e07bc8b55e37e21fe1ebd987778163bbbaa7257
grok-3
execution
benign_query
3,328
0.417
false
3
35
dac55b000f4e40d8c3117b2bd4bc1e32a0576e1dbba595275c15f919280534fc
macos
allowed
rate_limit
false
1
DEF2025_00011976
1,766,565,126,263
105.103.176.195
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
8f22fb99fb4d30c7335f79c382c2270a20b6a764631df76b126db484d225b1f4
claude-3
collection
backdoor_trigger
2,417
0.668
false
9
120
3e6c902ae393c3a6400527fb3b6c5c95cf2e9428e1159028382b82c403451bfd
android
blocked
content_filter
true
0.85
DEF2025_00011977
1,766,547,726,259
178.141.113.206
clean
curl/8.1.2
fdeaef79becb9e8b114fffc5c773b73a2204c7e5339773cabdda80d709f72b53
llama-3
reconnaissance
benign_query
1,651
0.442
false
3
38
2914a376200d4f808869a27f2bf8d9604293b020f1b259fd18278516188253d7
macos
allowed
jailbreak_detector
false
1
DEF2025_00011978
1,766,578,866,437
216.231.40.245
clean
Python-requests/2.31
f6eeff227b2728e01b7b4fe1714a8beef8e3f46646ce4d0099941d9de5c1aa1f
claude-3
discovery
benign_query
2,406
0.68
false
2
21
e0a5679ad4762b040fad347de6823d36f7a9394948db7c04d7fa786f262dd017
windows
allowed
content_filter
false
1
DEF2025_00011979
1,766,563,566,130
37.152.113.115
clean
Python-requests/2.31
f98165b6a660b77fe86cef206484c5481f81d892d82d871cfd7ba46bd85d7ea1
grok-3
exfiltration
benign_query
1,290
0.365
false
3
28
f21bfff3316a92531ec89d4cf20bb4def9c963bf8031bff4536c7ceccf65ff02
ios
allowed
toxicity_classifier
false
1
DEF2025_00011980
1,766,574,905,942
186.16.101.142
clean
curl/8.1.2
80c4548c4130549a673ba7895b53fa2adeac63607e3d86fc43b039bdb7d01635
llama-3
exfiltration
prompt_injection
2,097
0.391
false
5
31
4aa3690f9b1e31b97b51e48ceb351ecfeaff43a25ed8407f1319235e9ae801b5
ios
blocked
toxicity_classifier
true
0.88
DEF2025_00011981
1,766,583,545,922
20.238.217.1
clean
curl/8.1.2
2261e9353d01c1acb0889504b6b5963d13356c8a84dd8ca249ddd8659e591e7e
grok-4
exfiltration
membership_inference
1,290
0.655
true
4
43
578a48c717156387f158ac51a4a504b6fb639a14f18cbd179cf52dd4550d72ca
ios
blocked
content_filter
true
0.86
DEF2025_00011982
1,766,577,845,626
187.24.169.254
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
4aa396a133c42f065dfeb5d3ec534e2a9945b0ca13f680011df3b1c5e927df14
grok-3
collection
membership_inference
3,532
0.307
true
22
60
cf568e11be15ed4fdfb7464fd020262ae858ae37276841540d857b08e72717bf
macos
blocked
content_filter
true
0.94
DEF2025_00011983
1,766,539,866,337
97.93.191.246
clean
PostmanRuntime/7.32
e843d10397824f7d94ddb5e042a10fe393338d8260da82270c7075d9c9a7e7c6
grok-4
reconnaissance
benign_query
2,911
0.196
false
2
28
d58af5792dae5a994bcc2f07c1bc6419aa0b4236fe699279ec855a1e7007ec4c
ios
allowed
jailbreak_detector
false
1
DEF2025_00011984
1,766,570,525,701
11.43.4.65
clean
PostmanRuntime/7.32
55b876e216fc2e4e5dc417e9449eab0cc204789514ab20888162dc8af4f5c00d
claude-3
defense_evasion
benign_query
3,449
0.88
false
4
35
41f2c8c932356e823fe0c477052f21afcf052d75be1cbac9d4431a24b2bbb2c4
macos
allowed
toxicity_classifier
false
1
DEF2025_00011985
1,766,601,606,535
173.182.58.80
clean
Python-requests/2.31
0d0bbf7524b29b5a5b27bf53a25a54dded86b13a1cab3d84578ee32f015b2733
grok-4
execution
backdoor_trigger
3,779
0.626
true
3
37
506061ff625686d9aaaf51ceef08caa4d535515008b97520e99b57de61f3d45a
android
blocked
content_filter
true
0.92
DEF2025_00011986
1,766,557,506,413
49.210.180.9
clean
PostmanRuntime/7.32
947d5d1c2d27859f46c6fb14cc49cb45d0662e949ff1dd546487a436ef68e9cb
claude-3
reconnaissance
benign_query
511
0.368
false
4
26
bc17d3dbe01a93d17f5f44c0f382f95a1b7998c5858d633e90cfb996ffb22268
windows
allowed
toxicity_classifier
false
1
DEF2025_00011987
1,766,541,846,344
87.17.132.14
clean
Python-requests/2.31
10f0e1d09c975acd1ed66f088fc9d86849e411deea1a81a10171f1532b124f0a
claude-3
lateral_movement
benign_query
803
0.044
false
3
13
ff06ebd00d44ad819340f2546d1dc167f95cc00707bd3a7d04ed86f3d9c10dea
ios
allowed
content_filter
false
1
DEF2025_00011988
1,766,574,246,526
168.243.57.95
clean
curl/8.1.2
734add0ace79a54ec92edc5a372c239a6a77989deef26303cae0dbd3b236f658
llama-3
persistence
benign_query
1,945
0.426
false
4
20
8c26e6fa57acd88d50ce048b6bfde401e5bb820b55f718e068f0f3092d3ad1dc
macos
allowed
jailbreak_detector
false
1
DEF2025_00011989
1,766,541,126,293
52.190.103.10
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
ded7c627900d3fa604810781fbb93084c60e42d644e34faef15cb6e1db856cf0
claude-3
discovery
membership_inference
4,076
0.332
true
9
365
ebe933fd48410d73e65541e3c9b135b0d45a126c8e7dc0a826198addc315e249
windows
blocked
rate_limit
true
0.89
DEF2025_00011990
1,766,599,146,590
149.10.245.53
clean
PostmanRuntime/7.32
1c7ff3eca9c47835bc8956943573e7b0d11330e7cef3c41de06cd54cf0a8161d
llama-3
execution
model_inversion
1,115
0.565
true
1
38
3cf7cb7f2821b9144b01d8ed45c6b7b40d656a2667c8be5c167030ec948afcf5
macos
blocked
rate_limit
true
0.86
DEF2025_00011991
1,766,546,646,411
83.140.218.63
clean
curl/8.1.2
f40a2b3b1ae19824455717fb9aa32a2da839492fc8c0b8b00b1587c55c53ed6c
gemini-1.5
exfiltration
benign_query
3,293
0.025
false
2
36
449e518590e51d53b8b7fa5cd759fb19cefedd386771274f4958ea1da5341516
ios
allowed
jailbreak_detector
false
1
DEF2025_00011992
1,766,531,466,610
79.0.148.89
clean
curl/8.1.2
a5c004c479e5923cec533f954a2fa02ca9d133673de8ef2581be725ed75afa6b
grok-3
discovery
benign_query
1,281
0.271
false
1
28
248d3b2846b648aa729a29da3c680651b2a3df6bc2bbd4545268c8cf4873b2f8
android
allowed
toxicity_classifier
false
1
DEF2025_00011993
1,766,556,966,247
215.168.181.61
clean
Python-requests/2.31
17bd33b378b3ac4ce92f0e42a941047c462e28c2f48835caf57104f4f47eb5ca
gemini-1.5
collection
benign_query
3,068
0.414
false
1
15
8f12735f0cbff5d88c232eee3ef3efc273187f21ff644f1d50c679ab45f03041
ios
allowed
rate_limit
false
1
DEF2025_00011994
1,766,538,666,031
23.254.116.243
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
0fa5076e2c90be26f66d7f1861211aef5543180b87e1c9928fd21f17af5ed9ca
llama-3
defense_evasion
jailbreak_attempt
572
0.545
true
12
137
3960a2badc030fa722c8d8484d2daeab41252021666a438f8d0fc49908d7cb86
android
blocked
toxicity_classifier
true
0.94
DEF2025_00011995
1,766,547,366,276
219.214.62.7
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
c23dce0a961aeaf6819adc1bfe18116e6a74dd9ed3b4763a2b18924c8e24fee3
grok-4
reconnaissance
data_poisoning
1,402
0.707
true
18
265
3b3481f27720a1a2a4219339643b7ae1f4a2a15d844ada96814da9809f1d53c4
macos
blocked
jailbreak_detector
true
0.96
DEF2025_00011996
1,766,521,626,532
93.3.28.176
malicious
Mozilla/5.0 (compatible; EvilBot/1.0)
91dff8704bcfd275dd744212f57de9d7934d62651de76785c1de07713518ef18
llama-3
collection
jailbreak_attempt
2,366
0.607
true
13
92
fea603f8d33fd73a96a47cb4e65ce734b17e5e3f5de5f6bc82d84f0d9448cfe5
linux
blocked
content_filter
true
0.95
DEF2025_00011997
1,766,558,466,158
148.114.204.145
clean
Python-requests/2.31
62d160137449901935c0f7cb4139380c9acd7a9632b6d58f5fbb953e4ec35baa
grok-3
reconnaissance
benign_query
3,580
0.589
false
2
17
8f52ec96bb9f96a351fd37148ba10b02d65706a628869f9d818e9bd7303a9382
windows
allowed
rate_limit
false
1
DEF2025_00011998
1,766,589,426,127
203.30.184.48
clean
Python-requests/2.31
f5de3c6c2b2e1b4cd835386559c84c238bf82cb16d90ebe2174a8c2ba763158e
gemini-1.5
lateral_movement
benign_query
542
0.705
false
3
26
c4529ad61c0ca7350b20e3b40b9b703ee95b2381d270e68265000cd651a1f54b
ios
allowed
rate_limit
false
1
DEF2025_00011999
1,766,597,825,749
73.210.26.90
clean
curl/8.1.2
a669cf9ed100371c677da876c7495de495a220f7ade5fd86a1ba8ab2fa0cdaed
claude-3
lateral_movement
membership_inference
2,387
0.828
true
2
17
9ed121f433353e7834df9825086074453570678ccc7178463ca189e6ad07a886
macos
allowed
content_filter
true
0.96