Surya Nepal
Latest
- Evaluating Honeyfile Realism and Enticement Metrics
- Evaluating Honeyfile Realism and Enticement Metrics
- What is the Cost of Differential Privacy for Deep Learning-Based Trajectory Generation?
- What is the Cost of Differential Privacy for Deep Learning-Based Trajectory Generation?
- Adversarially Guided Stateful Defense Against Backdoor Attacks in Federated Deep Learning
- Adversarially Guided Stateful Defense Against Backdoor Attacks in Federated Deep Learning
- Honeyfile Camouflage: Hiding Fake Files in Plain Sight
- Honeyfile Camouflage: Hiding Fake Files in Plain Sight
- Mitigating Distributed Backdoor Attack in Federated Learning Through Mode Connectivity
- Mitigating Distributed Backdoor Attack in Federated Learning Through Mode Connectivity
- SoK: Can Trajectory Generation Combine Privacy and Utility?
- SoK: Can Trajectory Generation Combine Privacy and Utility?
- Exploiting Layerwise Feature Representation Similarity For Backdoor Defence in Federated Learning
- Exploiting Layerwise Feature Representation Similarity For Backdoor Defence in Federated Learning
- Optimally Mitigating Backdoor Attacks in Federated Learning
- Optimally Mitigating Backdoor Attacks in Federated Learning
- Reconstruction Attack on Differential Private Trajectory Protection Mechanisms
- Reconstruction Attack on Differential Private Trajectory Protection Mechanisms
- Can pre-trained Transformers be used in detecting complex sensitive sentences? - A Monsanto case study
- Can pre-trained Transformers be used in detecting complex sensitive sentences? - A Monsanto case study
- Deception for Cyber Defence: Challenges and Opportunities
- Deception for Cyber Defence: Challenges and Opportunities
- HaS-Nets: A Heal and Select Mechanism to Defend DNNs Against Backdoor Attacks for Data Collection Scenarios
- HaS-Nets: A Heal and Select Mechanism to Defend DNNs Against Backdoor Attacks for Data Collection Scenarios