7 papers
Graph neural networks at war: integrating cybersecurity and drone intelligence in the Israeli-Iranian conflict
Sozan Sulaiman Maghdid, Tarik Ahmed Rashid, Shavan Askar
Physical cyber systems have brought about new threats and challenges in detection and immediate response. This study examines how Graph Neural Networks (GNNs) can be used to aid cy…
AgentShield: Deception-based Compromise Detection for Tool-using LLM Agents
Yassin H. Rassul, Tarik A. Rashid
Defenses against indirect prompt injection (IPI) in tool-using LLM agents share two structural weaknesses. First, they all attempt to prevent attacks rather than detect the comprom…
Video Forgery Detection for Surveillance Cameras: A Review
Noor B. Tayfor, Tarik A. Rashid, Shko M. Qader +14
The widespread availability of video recording through smartphones and digital devices has made video-based evidence more accessible than ever. Surveillance footage plays a crucial…
Advancing Offline Handwritten Text Recognition: A Systematic Review of Data Augmentation and Generation Techniques
Yassin Hussein Rassul, Aram M. Ahmed, Polla Fattah +4
Offline Handwritten Text Recognition (HTR) systems play a crucial role in applications such as historical document digitization, automatic form processing, and biometric authentica…
Reducing Formal Context Extraction: A Newly Proposed Framework from Big Corpora
Bryar A. Hassan, Shko M. Qader, Alla A. Hassan +4
Automating the extraction of concept hierarchies from free text is advantageous because manual generation is frequently labor- and resource-intensive. Free result, the whole proced…
Decoding Drug Discovery: Exploring A-to-Z In silico Methods for Beginners
Hezha O. Rasul, Dlzar D. Ghafour, Bakhtyar K. Aziz +3
The drug development process is a critical challenge in the pharmaceutical industry due to its time-consuming nature and the need to discover new drug potentials to address various…