ResearchBenchmarksUntargeted Poisoning Attack on Pythia-12BUntargeted Poisoning Attack on Pythia-12BFollow54.82Benign F1 ScoreManual4.005617.197830.3943.5822May 22, 2025Evaluation resultsMethodMethodLinksBenign F1 ScoreBenign EM ScoreMalicious F1 ScoreMalicious EM ScoreΔF1 (Benign - Malicious)ΔEM (Benign - Malicious)ManualPrompt=ManualPrompt=Manual2025.0554.8249100100-45.18-51AAPPrompt=AAPPrompt=AAP2025.0549.1340.0658.251.27-9.07-18.14PARASITEPrompt=PARASITEPrompt=PARASITE2025.0549.0840.732.3225.2816.7615.42NSPPrompt=NSPPrompt=NSP2025.0540.9828.597.497-56.42-68.5ECLIPSEPrompt=ECLIPSEPrompt=ECLIPSE2025.055.960.116.920.62-30.02-35.4