177 citations
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6 papers · 1 filter
Attack-Specialized Deep Learning with Ensemble Fusion for Network Anomaly Detection
Nisith Dissanayake, Uthayasanker Thayasivam
The growing scale and sophistication of cyberattacks pose critical challenges to network security, particularly in detecting diverse intrusion types within imbalanced datasets. Tra…
Enhancing GraphQL Security by Detecting Malicious Queries Using Large Language Models, Sentence Transformers, and Convolutional Neural Networks
Irash Perera, Hiranya Abeyrathne, Sanjeewa Malalgoda +1
GraphQL's flexibility, while beneficial for efficient data fetching, introduces unique security vulnerabilities that traditional API security mechanisms often fail to address. Mali…
Self-Supervised Vision Transformers for Malware Detection
Sachith Seneviratne, Ridwan Shariffdeen, Sanka Rasnayaka +1
Malware detection plays a crucial role in cyber-security with the increase in malware growth and advancements in cyber-attacks. Previously unseen malware which is not determined by…
User configurable 3D object regeneration for spatial privacy
Arpit Nama, Amaya Dharmasiri, Kanchana Thilakarathna +2
Environmental understanding capability of (AR) and (MR) devices are continuously improving through advances in sensing, computer visio…
Measuring the Correlation of Personal Identity Documents in Structured Format
Sachithra Dangalla, Chanaka Lakmal, Chamin Wickramarathna +3
Personal identity documents play a major role in every citizen's life and the authorities responsible for validating them typically require human intervention to manually cross-che…
IDStack -- The Common Protocol for Document Verification built on Digital Signatures
Chanaka Lakmal, Sachithra Dangalla, Chandu Herath +3
The use of physical documents is inconvenient and inefficient in today's world, which motivates us to move towards the use of digital documents. Digital documents can solve many pr…