Aditya Sridhar
1 indexed paper
Recent (6 mo)
1With code
0Influential cites
0Benchmarked
0Publications per year
126
Top categories
ML×1Crypto×1Vision×1
Research Timeline
2026
When Interpretability Becomes a Liability: Adversarial Attacks on CBM Concept Layers
This paper demonstrates that Concept Bottleneck Models (CBMs), despite their interpretability, are highly vulnerable to targeted adversarial attacks that manipulate semantic concepts, and proposes SPECTRA to significantly enhance their robustness.
Highlighted terms show continued research focus across papers