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Home/Authors/Ravishka Shemal Rathnasuriya

Ravishka Shemal Rathnasuriya

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
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Publications per year

1
26

Top categories

ML×1AI×1Crypto×1

Frequent co-authors

Tingxi Li1×
Mingfang Ji1×
Simin Chen1×
Yitao Hu1×
Wei Yang1×

Research Timeline

2026
AESOP: Adversarial Execution-path Selection to Overload Deep Learning Pipelines

AESOP introduces an adversarial attack that targets the entire execution path of deep learning pipelines, demonstrating that path-aware selection can inflate computational costs by orders of magnitude more than single-model attacks.

Highlighted terms show continued research focus across papers

Papers

cs.LGcs.AIcs.CRRecent