Marco Melis - RankMe

27 papers A* 1A 1B 3Journal 17Unranked 5

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Do gradient-based explanations tell anything about adversarial robustness to android malware? Int. J. Mach. Learn. Cybern. Marco Melis, Michele Scalas, Ambra Demontis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
2022	J	`jnl`	FADER: Fast adversarial example rejection. Neurocomputing Francesco Crecchi, Marco Melis, Angelo Sotgiu, Davide Bacciu, Battista Biggio
2022	—	`conf`	The Multi-Sensor Gateway, a Unified Communication Scheme and Orchestration Actor for Heterogeneous Systems. CPS Summer School, PhD Workshop Tiziana Fanni, Giuseppe Meloni, Marco Melis, Antonio Solinas, Maria Katiuscia Zedda
2022	J	`jnl`	secml: Secure and explainable machine learning in Python. SoftwareX Maura Pintor, Luca Demetrio, Angelo Sotgiu, Marco Melis, Ambra Demontis, Battista Biggio
2020	J	`jnl`	Deep neural rejection against adversarial examples. EURASIP J. Inf. Secur. Angelo Sotgiu, Ambra Demontis, Marco Melis, Battista Biggio, Giorgio Fumera, Xiaoyi Feng, Fabio Roli
2020	J	`jnl`	Do Gradient-based Explanations Tell Anything About Adversarial Robustness to Android Malware? CoRR Marco Melis, Michele Scalas, Ambra Demontis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
2020	J	`jnl`	FADER: Fast Adversarial Example Rejection. CoRR Francesco Crecchi, Marco Melis, Angelo Sotgiu, Davide Bacciu, Battista Biggio
2019	J	`jnl`	Deep Neural Rejection against Adversarial Examples. CoRR Angelo Sotgiu, Ambra Demontis, Marco Melis, Battista Biggio, Giorgio Fumera, Xiaoyi Feng, Fabio Roli
2019	A*	`conf`	Why Do Adversarial Attacks Transfer? Explaining Transferability of Evasion and Poisoning Attacks. USENIX Security Symposium Ambra Demontis, Marco Melis, Maura Pintor, Matthew Jagielski, Battista Biggio, Alina Oprea, Cristina Nita-Rotaru, Fabio Roli
2019	J	`jnl`	Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection. IEEE Trans. Dependable Secur. Comput. Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli
2019	J	`jnl`	secml: A Python Library for Secure and Explainable Machine Learning. CoRR Marco Melis, Ambra Demontis, Maura Pintor, Angelo Sotgiu, Battista Biggio
2018	—	`conf`	Explaining Black-box Android Malware Detection. EUSIPCO Marco Melis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
2018	J	`jnl`	Explaining Black-box Android Malware Detection. CoRR Marco Melis, Davide Maiorca, Battista Biggio, Giorgio Giacinto, Fabio Roli
2018	J	`jnl`	On the Intriguing Connections of Regularization, Input Gradients and Transferability of Evasion and Poisoning Attacks. CoRR Ambra Demontis, Marco Melis, Maura Pintor, Matthew Jagielski, Battista Biggio, Alina Oprea, Cristina Nita-Rotaru, Fabio Roli
2017	—	`conf`	Is Deep Learning Safe for Robot Vision? Adversarial Examples Against the iCub Humanoid. ICCV Workshops Marco Melis, Ambra Demontis, Battista Biggio, Gavin Brown, Giorgio Fumera, Fabio Roli
2017	J	`jnl`	Is Deep Learning Safe for Robot Vision? Adversarial Examples against the iCub Humanoid. CoRR Marco Melis, Ambra Demontis, Battista Biggio, Gavin Brown, Giorgio Fumera, Fabio Roli
2017	J	`jnl`	Super-sparse Learning in Similarity Spaces. CoRR Ambra Demontis, Marco Melis, Battista Biggio, Giorgio Fumera, Fabio Roli
2017	J	`jnl`	Yes, Machine Learning Can Be More Secure! A Case Study on Android Malware Detection. CoRR Ambra Demontis, Marco Melis, Battista Biggio, Davide Maiorca, Daniel Arp, Konrad Rieck, Igino Corona, Giorgio Giacinto, Fabio Roli
2016	J	`jnl`	Super-Sparse Learning in Similarity Spaces. IEEE Comput. Intell. Mag. Ambra Demontis, Marco Melis, Battista Biggio, Giorgio Fumera, Fabio Roli
2015	—	`conf`	Fast Image Classification with Reduced Multiclass Support Vector Machines. ICIAP (2) Marco Melis, Luca Piras, Battista Biggio, Giorgio Giacinto, Giorgio Fumera, Fabio Roli
2015	—	`conf`	Sparse support faces. ICB Battista Biggio, Marco Melis, Giorgio Fumera, Fabio Roli
2006	J	`jnl`	Evaluating the impact of test-first programming and pair programming through software process simulation. Softw. Process. Improv. Pract. Marco Melis, Ivana Turnu, Alessandra Cau, Giulio Concas
2006	J	`jnl`	Modeling and simulation of open source development using an agile practice. J. Syst. Archit. Ivana Turnu, Marco Melis, Alessandra Cau, Alessio Setzu, Giulio Concas, Katiuscia Mannaro
2005	B	`conf`	Evaluate XP Effectiveness Using Simulation Modeling. XP Alessandra Cau, Giulio Concas, Marco Melis, Ivana Turnu
2004	A	`conf`	APPROACH: Decentralised Rotation Planning for Container Barges. ECAI Martijn C. Schut, Michael Kentrop, Mark Leenaarts, Marco Melis, Ian Miller
2004	B	`conf`	Empirical Analysis on the Satisfaction of IT Employees Comparing XP Practices with Other Software Development Methodologies. XP Katiuscia Mannaro, Marco Melis, Michele Marchesi
2004	B	`conf`	Requirements of an ISO Compliant XP Tool. XP Marco Melis, Walter Ambu, Sandro Pinna, Katiuscia Mannaro