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Fatemeh Lotfi

2 papers indexed

arxivcs.CRcs.LG2026-07-07

ORAN-DEFEND: Subspace Detection and Sanitization of Backdoor DRL xApps in Open RAN

Md Raihan Uddin, Fatemeh Lotfi, Tolunay Seyfi, Fatemeh Afghah

Open Radio Access Networks (O-RAN) increasingly delegate near-real-time control to deep reinforcement learning (DRL) xApps obtained from third-party vendors, creating a new supply-chain attack surface. A backdoor policy behaves optimally until an adversary injects a covert trigge…

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arxivcs.CV2026-07-07

SAMPLe: SAM-based Optimizer for Prompt Learning in VLMs

Hossein Rajoli, Fatemeh Lotfi, Niloufar Alipour Talemi, Hossein Kashiani, Xiaolong Ma, Fatemeh Afghah

Pre-trained Vision-Language Models (VLMs) like CLIP have proven highly effective as foundation models for various downstream applications. However, prompt learning in VLMs encounters a performance-generalization dilemma: while prompts can be tuned to achieve high accuracy on seen…

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