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Instruction Injection Attack on Web Browser Agent on GitLab Short

100UUA

Benign Utility

Updated 22d ago

Evaluation Results

Method	Links
Benign Utility 2026.05		100	-	-
Topic Attack 2026.05		100	0	0
Combined Attack 2026.05		100	4.17	8.33
Hijacking Text 2026.05		100	29.17	50
Hijacking URL 2026.05		100	0	0
Generic Text 2026.05		100	25	33.33
Generic URL 2026.05		100	0	0
Benign Utility 2026.05		100	-	-
Topic Attack 2026.05		100	0	0
Combined Attack 2026.05		100	4.17	8.33
Hijacking Text 2026.05		100	37.5	50
Hijacking URL 2026.05		100	0	0
Generic Text 2026.05		100	33.33	41.67
Generic URL 2026.05		100	0	0
WebTrap 2026.05		100	66.67	75
WebTrap 2026.05		91.67	50	75