Battista Biggio
11 papers · 2011–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (14) π Conference Polyglot (7) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (12)
π
Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(19)
π§¬
Topic Evolution
π
Grand Slam
π
Trend Setter
π₯
Unstoppable
(5)
π
Century Club
(10)
β
The Questioner
Conferences
AAAI (3)
ACML (2)
NIPS (2)
ICLR (1)
ICML (1)
IJCAI (1)
WACV (1)
Top co-authors
Keywords
gradient-based attack
(3)
kernel methods
(2)
adversarial example
(2)
support vector machine
(2)
adversarial learning
(2)
robustness evaluation
(2)
safety alignment
(1)
adversarial machine learning
(1)
ensemble learning
(1)
malware detection
(1)
adversarial attack
(1)
kernel matrix
(1)
kernel classifier
(1)
best practice
(1)
model robustness
(1)
adversarial classification
(1)
mechanistic interpretability
(1)
decision boundary
(1)
model ablation
(1)
label noise
(1)
Papers
SOM Directions Are Better than One: Multi-Directional Refusal Suppression in Language Models
AAAI 2026
AttackBench: Evaluating Gradient-based Attacks for Adversarial Examples
AAAI 2025
$\sigma$-zero: Gradient-based Optimization of $\ell_0$-norm Adversarial Examples
ICLR 2025
When Your AI Becomes a Target: AI Security Incidents and Best Practices
AAAI 2024
Phantom Sponges: Exploiting Non-Maximum Suppression To Attack Deep Object Detectors
WACV 2023
Tessellation-Filtering ReLU Neural Networks
IJCAI 2022
Indicators of Attack Failure: Debugging and Improving Optimization of Adversarial Examples
NIPS 2022
Fast Minimum-norm Adversarial Attacks through Adaptive Norm Constraints
NIPS 2021
Is Feature Selection Secure against Training Data Poisoning?
ICML 2015
Support Vector Machines Under Adversarial Label Noise
ACML 2011
Microbagging Estimators: An Ensemble Approach to Distance-weighted Classifiers
ACML 2011