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Home/Authors/Farshad Khorrami

Farshad Khorrami

2 indexed papers

Recent (6 mo)
2
With code
0
Influential cites
0
Benchmarked
0

Publications per year

2
26

Top categories

Crypto×2ML×1

Frequent co-authors

Prashanth Krishnamurthy2×
Ramesh Karri2×
Alireza Sarmadi1×
Virinchi Roy Surabhi1×
Hussam Amrouch1×
Md Raz1×

Research Timeline

2026
Safeguarding LLMs Against Misuse and AI-Driven Malware Using Steganographic Canaries

The paper introduces a novel framework using steganographic canary files to detect and block unauthorized processing of sensitive documents by LLMs, even when the data passes through traditional security perimeters.

Long-Term and Short-Term Transistor Aging in Deep Neural Networks: Impact and Mitigation

This paper analyzes the impact of long-term and short-term transistor aging on Deep Neural Network (DNN) inference accuracy and proposes an aging-aware retraining methodology to maintain performance even with aggressive timing guardbands.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.LGRecentJun 2, 2026

Long-Term and Short-Term Transistor Aging in Deep Neural Networks: Impact and Mitigation

Alireza Sarmadi, Virinchi Roy Surabhi, Prashanth Krishnamurthy, Hussam Amrouch +2 more

This paper analyzes the impact of long-term and short-term transistor aging on Deep Neural Network (DNN) inference accuracy and proposes an aging-aware retraining methodology to maintain performance e…

View →
cs.CRRecentMar 30, 2026

Safeguarding LLMs Against Misuse and AI-Driven Malware Using Steganographic Canaries

Md Raz, Venkata Sai Charan Putrevu, Meet Udeshi, Prashanth Krishnamurthy +2 more

The paper introduces a novel framework using steganographic canary files to detect and block unauthorized processing of sensitive documents by LLMs, even when the data passes through traditional secur…

View →