Text Classification
PyTorch
Safetensors
decision-model
jev-like
systemone
prompt-injection
indirect-prompt-injection
ai-agent-security
tool-security
jailbreak-detection
data-loss-prevention
guardrails
calibration
multiple-choice
structured-output
classification
security
llm-security
ai-safety
multilingual
modernbert
mmbert
cpu
patronus
Eval Results (legacy)
Download eval/validation.json from patronus-studio/wolf-defender-jev: direct link, hf CLI and curl.
- Browser
- Download file 3.61 kB
-
https://huggingface.co/patronus-studio/wolf-defender-jev/resolve/main/eval/validation.json
- Command line
-
hf download hf://patronus-studio/wolf-defender-jev/eval/validation.json
-
curl -L -o validation.json https://huggingface.co/patronus-studio/wolf-defender-jev/resolve/main/eval/validation.json
3.61 kB
| { | |
| "model": "Wolf Defender Jev", | |
| "split": "internal validation set (in distribution)", | |
| "bal_acc": 0.9584183592204583, | |
| "macro_f1": 0.9564921501262407, | |
| "agent_bal_acc": 0.9952958803302826, | |
| "hn_fpr": 0.008452291510142707, | |
| "hn_n": 5324, | |
| "multiling_acc": 0.9366352941176471, | |
| "acc_by_lang": { | |
| "ar": 0.927, | |
| "de": 0.9533, | |
| "es": 0.9489, | |
| "fr": 0.9556, | |
| "hi": 0.9165, | |
| "it": 0.9498, | |
| "ja": 0.9364, | |
| "ko": 0.769, | |
| "nl": 0.9312, | |
| "pl": 0.98, | |
| "pt": 0.9739, | |
| "ru": 0.9709, | |
| "sv": 0.9769, | |
| "th": 0.8395, | |
| "tr": 0.9652, | |
| "vi": 0.9812, | |
| "zh": 0.9475 | |
| }, | |
| "ece": 0.02290203936867429, | |
| "per_concept": { | |
| "action.alignment": { | |
| "n": 2460, | |
| "acc": 1.0, | |
| "bal_acc": 1.0, | |
| "macro_f1": 1.0 | |
| }, | |
| "action.consent_required": { | |
| "n": 1902, | |
| "acc": 1.0, | |
| "bal_acc": 1.0, | |
| "macro_f1": 1.0 | |
| }, | |
| "action.intent_source": { | |
| "n": 1866, | |
| "acc": 1.0, | |
| "bal_acc": 1.0, | |
| "macro_f1": 1.0 | |
| }, | |
| "action.reversibility": { | |
| "n": 1056, | |
| "acc": 1.0, | |
| "bal_acc": 1.0, | |
| "macro_f1": 1.0 | |
| }, | |
| "attack.family": { | |
| "n": 1081, | |
| "acc": 0.9389, | |
| "bal_acc": 0.8841, | |
| "macro_f1": 0.8584 | |
| }, | |
| "attack.vector": { | |
| "n": 2040, | |
| "acc": 0.977, | |
| "bal_acc": 0.9561, | |
| "macro_f1": 0.9673 | |
| }, | |
| "content.role": { | |
| "n": 2093, | |
| "acc": 0.9947, | |
| "bal_acc": 0.9958, | |
| "macro_f1": 0.9963 | |
| }, | |
| "exfiltration.channel": { | |
| "n": 228, | |
| "acc": 1.0, | |
| "bal_acc": 1.0, | |
| "macro_f1": 1.0 | |
| }, | |
| "exfiltration.presence": { | |
| "n": 699, | |
| "acc": 0.9814, | |
| "bal_acc": 0.9794, | |
| "macro_f1": 0.9716 | |
| }, | |
| "harmful.request": { | |
| "n": 6490, | |
| "acc": 0.8305, | |
| "bal_acc": 0.8363, | |
| "macro_f1": 0.8304 | |
| }, | |
| "injection.indirect_presence": { | |
| "n": 2205, | |
| "acc": 0.9946, | |
| "bal_acc": 0.9955, | |
| "macro_f1": 0.9954 | |
| }, | |
| "injection.presence": { | |
| "n": 6063, | |
| "acc": 0.9779, | |
| "bal_acc": 0.9724, | |
| "macro_f1": 0.9768 | |
| }, | |
| "instruction.handling": { | |
| "n": 2109, | |
| "acc": 0.9227, | |
| "bal_acc": 0.5, | |
| "macro_f1": 0.4799 | |
| }, | |
| "intent.attack_vs_discussion": { | |
| "n": 734, | |
| "acc": 1.0, | |
| "bal_acc": 1.0, | |
| "macro_f1": 1.0 | |
| }, | |
| "jailbreak.presence": { | |
| "n": 980, | |
| "acc": 0.9918, | |
| "bal_acc": 0.9974, | |
| "macro_f1": 0.9882 | |
| }, | |
| "manipulation.any": { | |
| "n": 2117, | |
| "acc": 0.9953, | |
| "bal_acc": 0.9846, | |
| "macro_f1": 0.9893 | |
| }, | |
| "policy.compliance": { | |
| "n": 1897, | |
| "acc": 0.9937, | |
| "bal_acc": 0.9947, | |
| "macro_f1": 0.9864 | |
| }, | |
| "policy.decision": { | |
| "n": 301, | |
| "acc": 1.0, | |
| "bal_acc": 1.0, | |
| "macro_f1": 1.0 | |
| }, | |
| "prompt_leak.attempt": { | |
| "n": 1786, | |
| "acc": 1.0, | |
| "bal_acc": 1.0, | |
| "macro_f1": 1.0 | |
| }, | |
| "risk.severity": { | |
| "n": 2377, | |
| "acc": 0.8439, | |
| "bal_acc": 0.8077, | |
| "macro_f1": 0.8084 | |
| }, | |
| "secret.kind": { | |
| "n": 153, | |
| "acc": 1.0, | |
| "bal_acc": 1.0, | |
| "macro_f1": 1.0 | |
| }, | |
| "secret.presence": { | |
| "n": 912, | |
| "acc": 0.989, | |
| "bal_acc": 0.9831, | |
| "macro_f1": 0.987 | |
| }, | |
| "sensitive.category": { | |
| "n": 2046, | |
| "acc": 0.9878, | |
| "bal_acc": 0.9904, | |
| "macro_f1": 0.9904 | |
| }, | |
| "sensitive.presence": { | |
| "n": 2721, | |
| "acc": 0.9996, | |
| "bal_acc": 0.9997, | |
| "macro_f1": 0.9996 | |
| }, | |
| "task_drift": { | |
| "n": 1056, | |
| "acc": 1.0, | |
| "bal_acc": 1.0, | |
| "macro_f1": 1.0 | |
| }, | |
| "tool_metadata.poisoning": { | |
| "n": 167, | |
| "acc": 1.0, | |
| "bal_acc": 1.0, | |
| "macro_f1": 1.0 | |
| }, | |
| "trust_boundary.crossing": { | |
| "n": 1063, | |
| "acc": 1.0, | |
| "bal_acc": 1.0, | |
| "macro_f1": 1.0 | |
| } | |
| }, | |
| "score": 0.9682238015893038, | |
| "score_components": { | |
| "bal_acc": 0.9584, | |
| "macro_f1": 0.9565, | |
| "agent_bal_acc": 0.9953, | |
| "hn_tnr": 0.9915, | |
| "multiling_acc": 0.9366, | |
| "calib": 0.9771 | |
| }, | |
| "acc": 0.9591992099090573, | |
| "n": 48602 | |
| } |