3 papers
cs.CV2025
Defense That Attacks: How Robust Models Become Better Attackers
Mohamed Awad, Mahmoud Akrm, Walid Gomaa
Deep learning has achieved great success in computer vision, but remains vulnerable to adversarial attacks. Adversarial training is the leading defense designed to improve model ro…
cs.CV2024
Video Summarization Techniques: A Comprehensive Review
Toqa Alaa, Ahmad Mongy, Assem Bakr +2
The rapid expansion of video content across a variety of industries, including social media, education, entertainment, and surveillance, has made video summarization an essential f…
cs.CV2024
Automated Detection of Defects on Metal Surfaces using Vision Transformers
Toqa Alaa, Mostafa Kotb, Arwa Zakaria +2
Metal manufacturing often results in the production of defective products, leading to operational challenges. Since traditional manual inspection is time-consuming and resource-int…