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Resume Screening

Benchmarks

Task NameDataset NameSOTA ResultTrend
Resume Quality JudgmentResume Screening GPT-o3 labels
Accuracy73.87
6
Indirect Prompt Injection Attack SuccessResume Screening (About End)
ASR (No Defense)52.11
6
Resume ScreeningResume Screening real job listings GPT-3.5 generated resumes (test)
Pearson Correlation (ΔDP)0.86
4
Prompt Injection DefenseResume Screening (Job Manipulation Attack) (test)
ASR (No Defense)80.89
3
Prompt Injection DefenseResume Screening Invisible Key Attack (test)
ASR (No Defense)16.31
3
Prompt Injection DefenseResume Screening Invisible Experience Attack (test)
ASR (No Defense)41.14
3
Prompt Injection DefenseResume Screening Instruction Attack (test)
ASR (No Defense)30.62
3
Indirect Prompt Injection Attack SuccessResume Screening Metadata
ASR (No Defense)43.25
3
Indirect Prompt Injection Attack SuccessResume Screening About Begin
ASR (No Defense)38.66
3
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