53 citations · 56 across the 13 of their papers we have counts for
3 papers · 1 filter
Amnesia: A Stealthy Replay Attack on Continual Learning Dreams
Ahmed Sharshar, Naveen Kumar Kummari, Mohsen Guizani
Continual learning (CL) models often use experience replay to reduce catastrophic forgetting, but their robustness to replay sampling interference remains underexplored. Existing C…
Constraint-Driven Warm-Freeze for Efficient Transfer Learning in Photovoltaic Systems
Yasmeen Saeed, Ahmed Sharshar, Mohsen Guizani
Detecting cyberattacks in photovoltaic (PV) monitoring and MPPT control signals requires models that are robust to bias, drift, and transient spikes, yet lightweight enough for res…
Harm or Humor: A Multimodal, Multilingual Benchmark for Overt and Covert Harmful Humor
Ahmed Sharshar, Hosam Elgendy, Saad El Dine Ahmed +2
Dark humor often relies on subtle cultural nuances and implicit cues that require contextual reasoning to interpret, posing safety challenges that current static benchmarks fail to…