Battista Biggio

Google Scholar
31 publications in security and cryptology related venues
Year
Venue
Title
2025
journals/compsec
SLIFER: Investigating performance and robustness of malware detection pipelines.
Andrea Ponte Dmitrijs Trizna Luca Demetrio Battista Biggio Ivan Tesfai Ogbu Fabio Roli
2025
journals/tifs
ModSec-AdvLearn: Countering Adversarial SQL Injections With Robust Machine Learning.
Giuseppe Floris Christian Scano Biagio Montaruli Luca Demetrio Andrea Valenza Luca Compagna Davide Ariu Luca Piras Davide Balzarotti Battista Biggio
2025
conf/csr2
CoEvolution: A Comprehensive Trustworthy Framework For Connected Machine Learning And Secure Interconnected AI Solutions.
Antonios Makris Apostolos P. Fournaris Anita Aghaie Ioannis Arakas Anna Maria Anaxagorou Ioannis Arapakis Davide Bacciu Battista Biggio Georgios Bouloukakis Stavros Bouras Arne Bröring Antonio Carta Marco Caselli Olympia Giannakopoulou Nikolaos Gkatzios Alexandros Gkillas Evangelos Haleplidis Sotiris Ioannidis Eleni-Maria Kalogeraki Panagiotis Karantzias Emmanouil Kritharakis Aris S. Lalos David Lenk Stella Markopoulou Entrit Metai Andreas Miaoudakis Haralambos Mouratidis Jihane Najar Theodor Panagiotakopoulos Bernhard Peischl Maura Pintor Nikos Piperigkos Vassilis Prevelakis Carlos Segura Georgios Spanoudakis Orestis Tsirakis Omar Veledar Konstantinos Tserpes
2025
conf/eurosp
Demystifying the Role of Rule-Based Detection in AI Systems for Windows Malware Detection.
Andrea Ponte Luca Demetrio Luca Oneto Ivan Tesfai Ogbu Battista Biggio Fabio Roli
2024
journals/tifs
Nebula: Self-Attention for Dynamic Malware Analysis.
Dmitrijs Trizna Luca Demetrio Battista Biggio Fabio Roli
2023
journals/compsec
The Threat of Offensive AI to Organizations.
Yisroel Mirsky Ambra Demontis Jaidip Kotak Ram Shankar Gelei Deng Liu Yang Xiangyu Zhang Maura Pintor Wenke Lee Yuval Elovici Battista Biggio
2023
journals/tifs
Machine Learning Security in Industry: A Quantitative Survey.
Kathrin Grosse Lukas Bieringer Tarek R. Besold Battista Biggio Katharina Krombholz
2023
conf/ccs
Raze to the Ground: Query-Efficient Adversarial HTML Attacks on Machine-Learning Phishing Webpage Detectors.
Biagio Montaruli Luca Demetrio Maura Pintor Luca Compagna Davide Balzarotti Battista Biggio
2022
journals/compsec
Practical Evaluation of Poisoning Attacks on Online Anomaly Detectors in Industrial Control Systems.
Moshe Kravchik Luca Demetrio Battista Biggio Asaf Shabtai
2022
journals/compsec
Backdoor smoothing: Demystifying backdoor attacks on deep neural networks.
Kathrin Grosse Taesung Lee Battista Biggio Youngja Park Michael Backes Ian M. Molloy
2022
conf/soups
Industrial practitioners' mental models of adversarial machine learning.
Lukas Bieringer Kathrin Grosse Michael Backes Battista Biggio Katharina Krombholz
2021
journals/tifs
Functionality-Preserving Black-Box Optimization of Adversarial Windows Malware.
Luca Demetrio Battista Biggio Giovanni Lagorio Fabio Roli Alessandro Armando
2020
journals/compsec
Adversarial Detection of Flash Malware: Limitations and Open Issues.
Davide Maiorca Ambra Demontis Battista Biggio Fabio Roli Giorgio Giacinto
2019
conf/ccs
Poster: Attacking Malware Classifiers by Crafting Gradient-Attacks that Preserve Functionality.
Raphael Labaca Castro Battista Biggio Gabi Dreo Rodosek
2019
conf/ccs
AISec'19: 12th ACM Workshop on Artificial Intelligence and Security.
Sadia Afroz Battista Biggio Nicholas Carlini Yuval Elovici Asaf Shabtai
2019
conf/uss
Why Do Adversarial Attacks Transfer? Explaining Transferability of Evasion and Poisoning Attacks.
Ambra Demontis Marco Melis Maura Pintor Matthew Jagielski Battista Biggio Alina Oprea Cristina Nita-Rotaru Fabio Roli
2018
conf/ccs
11th International Workshop on Artificial Intelligence and Security (AISec 2018).
Sadia Afroz Battista Biggio Yuval Elovici David Freeman Asaf Shabtai
2018
conf/ccs
Wild Patterns: Ten Years After the Rise of Adversarial Machine Learning.
Battista Biggio Fabio Roli
2018
conf/ccs
Session details: AI Security / Adversarial Machine Learning.
Battista Biggio
2018
conf/sp
Manipulating Machine Learning: Poisoning Attacks and Countermeasures for Regression Learning.
Matthew Jagielski Alina Oprea Battista Biggio Chang Liu Cristina Nita-Rotaru Bo Li
2017
conf/ccs
10th International Workshop on Artificial Intelligence and Security (AISec 2017).
Battista Biggio David Freeman Brad Miller Arunesh Sinha
2017
conf/ccs
Towards Poisoning of Deep Learning Algorithms with Back-gradient Optimization.
Luis Muñoz-González Battista Biggio Ambra Demontis Andrea Paudice Vasin Wongrassamee Emil C. Lupu Fabio Roli
2017
conf/esorics
DeltaPhish: Detecting Phishing Webpages in Compromised Websites.
Igino Corona Battista Biggio Matteo Contini Luca Piras Roberto Corda Mauro Mereu Guido Mureddu Davide Ariu Fabio Roli
2016
conf/ccs
Detecting Misuse of Google Cloud Messaging in Android Badware.
Mansour Ahmadi Battista Biggio Steven Arzt Davide Ariu Giorgio Giacinto
2016
conf/ccs
Secure Kernel Machines against Evasion Attacks.
Paolo Russu Ambra Demontis Battista Biggio Giorgio Fumera Fabio Roli
2016
conf/ih
Machine Learning under Attack: Vulnerability Exploitation and Security Measures.
Battista Biggio
2016
conf/ndss
Who Are You? A Statistical Approach to Measuring User Authenticity.
David Freeman Sakshi Jain Markus Dürmuth Battista Biggio Giorgio Giacinto
2014
conf/ccs
On learning and recognition of secure patterns.
Battista Biggio
2014
conf/ccs
Poisoning behavioral malware clustering.
Battista Biggio Konrad Rieck Davide Ariu Christian Wressnegger Igino Corona Giorgio Giacinto Fabio Roli
2013
conf/ccs
Is data clustering in adversarial settings secure?
Battista Biggio Ignazio Pillai Samuel Rota Bulò Davide Ariu Marcello Pelillo Fabio Roli
2011
conf/ccs
Understanding the risk factors of learning in adversarial environments.
Blaine Nelson Battista Biggio Pavel Laskov

Coauthors

Alessandro Armando (1)
Alexandros Gkillas (1)
Alina Oprea (2)
Ambra Demontis (5)
Andrea Paudice (1)
Andrea Ponte (2)
Andrea Valenza (1)
Andreas Miaoudakis (1)
Anita Aghaie (1)
Anna Maria Anaxagorou (1)
Antonio Carta (1)
Antonios Makris (1)
Apostolos P. Fournaris (1)
Aris S. Lalos (1)
Arne Bröring (1)
Arunesh Sinha (1)
Asaf Shabtai (3)
Battista Biggio (31)
Bernhard Peischl (1)
Biagio Montaruli (2)
Blaine Nelson (1)
Bo Li (1)
Brad Miller (1)
Carlos Segura (1)
Chang Liu (1)
Christian Scano (1)
Christian Wressnegger (1)
Cristina Nita-Rotaru (2)
David Freeman (3)
David Lenk (1)
Davide Ariu (5)
Davide Bacciu (1)
Davide Balzarotti (2)
Davide Maiorca (1)
Dmitrijs Trizna (2)
Eleni-Maria Kalogeraki (1)
Emil C. Lupu (1)
Emmanouil Kritharakis (1)
Entrit Metai (1)
Evangelos Haleplidis (1)
Fabio Roli (12)
Gabi Dreo Rodosek (1)
Gelei Deng (1)
Georgios Bouloukakis (1)
Georgios Spanoudakis (1)
Giorgio Fumera (1)
Giorgio Giacinto (4)
Giovanni Lagorio (1)
Giuseppe Floris (1)
Guido Mureddu (1)
Haralambos Mouratidis (1)
Ian M. Molloy (1)
Igino Corona (2)
Ignazio Pillai (1)
Ioannis Arakas (1)
Ioannis Arapakis (1)
Ivan Tesfai Ogbu (2)
Jaidip Kotak (1)
Jihane Najar (1)
Katharina Krombholz (2)
Kathrin Grosse (3)
Konrad Rieck (1)
Konstantinos Tserpes (1)
Liu Yang (1)
Luca Compagna (2)
Luca Demetrio (7)
Luca Oneto (1)
Luca Piras (2)
Luis Muñoz-González (1)
Lukas Bieringer (2)
Mansour Ahmadi (1)
Marcello Pelillo (1)
Marco Caselli (1)
Marco Melis (1)
Markus Dürmuth (1)
Matteo Contini (1)
Matthew Jagielski (2)
Maura Pintor (4)
Mauro Mereu (1)
Michael Backes (2)
Moshe Kravchik (1)
Nicholas Carlini (1)
Nikolaos Gkatzios (1)
Nikos Piperigkos (1)
Olympia Giannakopoulou (1)
Omar Veledar (1)
Orestis Tsirakis (1)
Panagiotis Karantzias (1)
Paolo Russu (1)
Pavel Laskov (1)
Ram Shankar (1)
Raphael Labaca Castro (1)
Roberto Corda (1)
Sadia Afroz (2)
Sakshi Jain (1)
Samuel Rota Bulò (1)
Sotiris Ioannidis (1)
Stavros Bouras (1)
Stella Markopoulou (1)
Steven Arzt (1)
Taesung Lee (1)
Tarek R. Besold (1)
Theodor Panagiotakopoulos (1)
Vasin Wongrassamee (1)
Vassilis Prevelakis (1)
Wenke Lee (1)
Xiangyu Zhang (1)
Yisroel Mirsky (1)
Youngja Park (1)
Yuval Elovici (3)
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