Luigi Vincenzo Mancini

Publications

Title Published on Year
OliVaR: Improving olive variety recognition using deep neural networks COMPUTERS AND ELECTRONICS IN AGRICULTURE 2024
DARD: Deceptive Approaches for Robust Defense Against IP Theft IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 2024
Have You Poisoned My Data? Defending Neural Networks Against Data Poisoning Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel Coding 2024 Annual Computer Security Applications Conference (ACSAC) 2024
FedComm: Federated Learning as a Medium for Covert Communication IEEE TRANSACTIONS ON DEPENDABLE AND SECURE COMPUTING 2023
DOLOS: A Novel Architecture for Moving Target Defense IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 2023
Evading behavioral classifiers: a comprehensive analysis on evading ransomware detection techniques NEURAL COMPUTING & APPLICATIONS 2022
MaleficNet: Hiding Malware into Deep Neural Networks Using Spread-Spectrum Channel Coding Computer Security – ESORICS 2022 2022
Reliable detection of compressed and encrypted data NEURAL COMPUTING & APPLICATIONS 2022
PassFlow: Guessing Passwords with Generative Flows 2022 52nd Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN) 2022
MalPhase: Fine-Grained Malware Detection Using Network Flow Data ASIA CCS 2021 - Proceedings of the 2021 ACM Asia Conference on Computer and Communications Security 2021
A Novel Stealthy Attack to Gather SDN Configuration-Information IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING 2020
SARA: Secure Asynchronous Remote Attestation for IoT systems IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY 2020
The Naked Sun: Malicious Cooperation Between Benign-Looking Processes ACNS 2020 2020
Capture the Bot: Using Adversarial Examples to Improve CAPTCHA Robustness to Bot Attacks IEEE INTELLIGENT SYSTEMS 2020
EnCoD: Distinguishing Compressed and Encrypted File Fragments Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2020
Reference Architecture of an Autonomous Agent for Cyber Defense of Complex Military Systems Adaptive Autonomous Secure Cyber Systems 2020
CriSEs: Cybersecurity for small-Satellite ecosystem - state-of-the-art and open challenge Proceedings of the International Astronautical Congress, IAC 2020
Evasion attacks against watermarking techniques found in MLaaS systems 2019 6th International Conference on Software Defined Systems, SDS 2019 2019
Multi-covert channel attack in the cloud 2019 6th International Conference on Software Defined Systems, SDS 2019 2019

ERC

  • PE6_5

KET

  • Big data & computing

Interessi di ricerca

Keywords

cybersecurity
data privacy
Information Security
Cloud security

Progetti di Ricerca

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