3 papers
cs.CR2025
Real-time ML-based Defense Against Malicious Payload in Reconfigurable Embedded Systems
Rye Stahle-Smith, Rasha Karakchi
The growing use of FPGAs in reconfigurable systems introducessecurity risks through malicious bitstreams that could cause denial-of-service (DoS), data leakage, or covert attacks.…
cs.CR2025
ML-Enhanced AES Anomaly Detection for Real-Time Embedded Security
Nishant Chinnasami, Rye Stahle-Smith, Rasha Karakchi
Advanced Encryption Standard (AES) is a widely adopted cryptographic algorithm, yet its practical implementations remain susceptible to side-channel and fault injection attacks. In…
cs.CR2025
Toward a Lightweight, Scalable, and Parallel Secure Encryption Engine
Rasha Karakchi, Rye Stahle-Smith, Nishant Chinnasami +1
The exponential growth of Internet of Things (IoT) applications has intensified the demand for efficient, high-throughput, and energy-efficient data processing at the edge. Convent…