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SkillJect dataset and benchmarks · SOTA2 Research

Research Datasets

SkillJect

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

LLM Agent Security

SkillJect 1.0 (test)

5ASR

8

Backdoor Injection

SkillJect 1.0 (test)

100Attack Success Rate (ASR)

8

Unauthorized Write

SkillJect 1.0 (test)

98ASR

8

Privilege Escalation

SkillJect 1.0 (test)

98ASR

8

Information Disclosure

SkillJect 1.0 (test)

10,000ASR

8

Efficiency Analysis

SkillJect

2,600Tokens Used

3

False Positive Evaluation

SkillJect (Benign)

0Ori FP Rate

3

Malicious Skill Detection

SkillJect (Malicious)

98Originality

3

Popular tasks

Efficiency Analysis Information Disclosure Privilege Escalation Unauthorized Write Backdoor Injection

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