Untargeted Poisoning Attack on Llama 7B 3.1 benchmark leaderboard · SOTA2 Research

Untargeted Poisoning Attack on Llama 7B 3.1

64.25Benign F1 ScoreManual

Evaluation Results

Method	Links
Manual2025.05		64.25	56.6	99.75	99.5	-35.7	-42.9
NSP2025.05		58.59	47.6	88.61	83	-30.02	-35.4
PARASITE2025.05		45.15	32.04	27.46	16.4	17.69	15.64
AAP2025.05		44.84	31.7	52	42	-7.16	-10.3
ECLIPSE2025.05		12.52	4.58	9.46	2.95	-30.02	-35.4