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B

Battista Biggio

University of Cagliari

41H指数
251论文数
8.8K被引数
收录论文 38
发表时间
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Regression-Aware Continual Learning for Android Malware Detection回归感知持续学习用于Android恶意软件检测
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
err分享
err收藏
Poison once, fool many: Practical poisoning attacks against text-to-image retrieval systems一次投毒，多人受骗：针对文本到图像检索系统的实用投毒攻击
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
err分享
err收藏
Exploiting edge features for transferable adversarial attacks in distributed machine learning利用边缘特征实现分布式机器学习中的可迁移对抗攻击
errInternet of Things
IF7.6
err2025-10-10
err0
PREAI
errGiulio Rossolini; Fabio Brau; Alessandro Biondi; Battista Biggio; Giorgio Buttazzo
err分享
err收藏
On the robustness of adversarial training against uncertainty attacks对抗训练对不确定性攻击的鲁棒性
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
err分享
err收藏
Buffer-free class-incremental learning with out-of-distribution detection无缓冲的类增量学习与分布外检测
errPattern Recognition
IF7.6
err2025-09-14
err0
PREAI
errSrishti Gupta; Daniele Angioni; Maura Pintor; Ambra Demontis; Lea Schönherr; Fabio Roli; Battista Biggio
err分享
err收藏
Robustness-Congruent Adversarial Training for Secure Machine Learning Model Updates稳健性一致对抗训练用于安全机器学习模型更新
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
err分享
err收藏
SLIFER: Investigating performance and robustness of malware detection pipelinesSLIFER：研究恶意软件检测流水线的性能和鲁棒性
errCOMPUTERS & SECURITY
IF5.4
err2025-03-01
err0
PREAI
errPonte, Andrea; Trizna, Dmitrijs; Demetrio, Luca; Biggio, Battista; Ogbu, Ivan Tesfai; Roli, Fabio
err分享
err收藏
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
err分享
err收藏
ModSec-AdvLearn: Countering Adversarial SQL Injections With Robust Machine LearningModSec-AdvLearn：用鲁棒机器学习对抗恶意SQL注入
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
err分享
err收藏
Machine Learning in Computer Security Is Difficult to Fix
errCOMMUNICATIONS OF THE ACM
IF12.2
err2024-10-25
err0
errOAAI
errBiggio, Battista
err分享
err收藏
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
err分享
err收藏
Toward Effective Traffic Sign Detection via Two-Stage Fusion Neural Networks通过两阶段融合神经网络实现有效的交通标志检测
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Machine Learning Security in Industry: A Quantitative Survey工业中的机器学习安全: 定量调查
errIEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY
IF8
err2023-01-01
err19
errOAAI
errGrosse, Kathrin; Bieringer, Lukas; Besold, Tarek R.; Biggio, Battista; Krombholz, Katharina
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏

研究方向

暂无研究方向
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M
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H 指数: 78 · 论文数: 840
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H 指数: 69 · 论文数: 502
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