logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
B

Battista Biggio

University of Cagliari

41H-index
251Paper Count
8.8KCitation Count
Published Papers 38
Publication Date
logo
Regression-Aware Continual Learning for Android Malware Detection
errIEEE Transactions on Information Forensics and Security
IF8
err2026-07-16
err0
errOAAI
errDaniele Ghiani; Daniele Angioni; Giorgio Piras; Angelo Sotgiu; Luca Minnei; Srishti Gupta; Maura Pintor; Fabio Roli; Battista Biggio
errShare
errSave
Poison once, fool many: Practical poisoning attacks against text-to-image retrieval systems
errKnowledge-Based Systems
IF7.6
err2025-12-12
err0
errOAAI
errDario Lazzaro; Raffaele Mura; Antonio Emanuele CIná; Giuseppe Laurita; Gianni Vercelli; Luca Oneto; Battista Biggio; Fabio Roli
errShare
errSave
Exploiting edge features for transferable adversarial attacks in distributed machine learning
errInternet of Things
IF7.6
err2025-10-10
err0
PREAI
errGiulio Rossolini; Fabio Brau; Alessandro Biondi; Battista Biggio; Giorgio Buttazzo
errShare
errSave
On the robustness of adversarial training against uncertainty attacks
errPattern Recognition
IF7.6
err2025-10-03
err0
errOAAI
errEmanuele Ledda; Giovanni Scodeller; Daniele Angioni; Giorgio Piras; Antonio Emanuele Cinà; Giorgio Fumera; Battista Biggio; Fabio Roli
errShare
errSave
Buffer-free class-incremental learning with out-of-distribution detection
errPattern Recognition
IF7.6
err2025-09-14
err0
PREAI
errSrishti Gupta; Daniele Angioni; Maura Pintor; Ambra Demontis; Lea Schönherr; Fabio Roli; Battista Biggio
errShare
errSave
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2025-09-01
err0
PREAI
errDaniele Angioni; Luca Demetrio; Maura Pintor; Luca Oneto; Davide Anguita; Battista Biggio; Fabio Roli
errShare
errSave
SLIFER: Investigating performance and robustness of malware detection pipelines
errCOMPUTERS & SECURITY
IF5.4
err2025-03-01
err0
PREAI
errPonte, Andrea; Trizna, Dmitrijs; Demetrio, Luca; Biggio, Battista; Ogbu, Ivan Tesfai; Roli, Fabio
errShare
errSave
HO-FMN: Hyperparameter optimization for fast minimum-norm attacks
errNEUROCOMPUTING
IF6.5
err2025-02-01
err0
errOAAI
errMura, Raffaele; Floris, Giuseppe; Scionis, Luca; Piras, Giorgio; Pintor, Maura; Demontis, Ambra; Giacinto, Giorgio; Biggio, Battista; Roli, Fabio
errShare
errSave
ModSec-AdvLearn: Countering Adversarial SQL Injections With Robust Machine Learning
errIEEE Transactions on Information Forensics and Security
IF8
err2025-01-01
err0
PREAI
errGiuseppe Floris; Christian Scano; Biagio Montaruli; Luca Demetrio; Andrea Valenza; Luca Compagna; Davide Ariu; Luca Piras; Davide Balzarotti; Battista Biggio
errShare
errSave
Machine Learning in Computer Security Is Difficult to Fix
errCOMMUNICATIONS OF THE ACM
IF12.2
err2024-10-25
err0
errOAAI
errBiggio, Battista
errShare
errSave
Backdoor learning curves: explaining backdoor poisoning beyond influence functions
errINTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS
IF2.7
err2024-09-26
err0
errOAAI
errCina, Antonio Emanuele; Grosse, Kathrin; Vascon, Sebastiano; Demontis, Ambra; Biggio, Battista; Roli, Fabio; Pelillo, Marcello
errShare
errSave
Toward Effective Traffic Sign Detection via Two-Stage Fusion Neural Networks
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2024-08-01
err3
errOAAI
errLi, Zhishan; Chen, Hongxu; Biggio, Battista; He, Yifan; Cai, Haoran; Roli, Fabio; Xie, Lei
errShare
errSave
Nebula: Self-Attention for Dynamic Malware Analysis
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2024-01-01
err2
errOAAI
errTrizna, Dmitrijs; Demetrio, Luca; Biggio, Battista; Roli, Fabio
errShare
errSave
Wild Patterns Reloaded: A Survey of Machine Learning Security against Training Data Poisoning
errACM COMPUTING SURVEYS
IF28
err2023-07-13
err39
errOAAI
errCina, Antonio Emanuele; Grosse, Kathrin; Demontis, Ambra; Vascon, Sebastiano; Zellinger, Werner; Moser, Bernhard A.; Oprea, Alina; Biggio, Battista; Pelillo, Marcello; Roli, Fabio
errShare
errSave
ImageNet-Patch: A dataset for benchmarking machine learning robustness against adversarial patches
errPATTERN RECOGNITION
IF7.6
err2023-02-01
err21
errOAAI
errPintor, Maura; Angioni, Daniele; Sotgiu, Angelo; Demetrio, Luca; Demontis, Ambra; Biggio, Battista; Roli, Fabio
errShare
errSave
The Threat of Offensive AI to Organizations
errCOMPUTERS & SECURITY
IF5.4
err2023-01-01
err11
errOAAI
errMirsky, Yisroel; Demontis, Ambra; Kotak, Jaidip; Shankar, Ram; Gelei, Deng; Yang, Liu; Zhang, Xiangyu; Pintor, Maura; Lee, Wenke; Elovici, Yuval; Biggio, Battista
errShare
errSave
Machine Learning Security in Industry: A Quantitative Survey
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2023-01-01
err19
errOAAI
errGrosse, Kathrin; Bieringer, Lukas; Besold, Tarek R.; Biggio, Battista; Krombholz, Katharina
errShare
errSave
Practical Evaluation of Poisoning Attacks on Online Anomaly Detectors in Industrial Control Systems
errCOMPUTERS & SECURITY
IF5.4
err2022-11-01
err8
errOAAI
errKravchik, Moshe; Demetrio, Luca; Biggio, Battista; Shabtai, Asaf
errShare
errSave
Backdoor smoothing: Demystifying backdoor attacks on deep neural networks
errCOMPUTERS & SECURITY
IF5.4
err2022-09-01
err3
errOAAI
errGrosse, Kathrin; Lee, Taesung; Biggio, Battista; Park, Youngja; Backes, Michael; Molloy, Ian
errShare
errSave
Towards learning trustworthily, automatically, and with guarantees on graphs: An overview
errNEUROCOMPUTING
IF6.5
err2022-07-01
err15
PREAI
errOneto, Luca; Navarin, Nicolo; Biggio, Battista; Errica, Federico; Micheli, Alessio; Scarselli, Franco; Bianchini, Monica; Demetrio, Luca; Bongini, Pietro; Tacchella, Armando; Sperduti, Alessandro
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
刘
刘洋 (Yang Liu)
H-index: 106 · Papers: 3.5K
W
Wenke Lee
H-index: 79 · Papers: 304
M
Michael Backes
H-index: 78 · Papers: 840
F
Fabio Roli
H-index: 69 · Papers: 502
Y
Yuval Elovici
H-index: 62 · Papers: 660
View more