Amit Giloni

23 papers A* 3A 1B 2Journal 13Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Addressing key challenges of adversarial attacks and defenses in the tabular domain: A methodological framework for coherence and consistency.
Appl. Soft Comput.
Yael Itzhakev, Amit Giloni, Yuval Elovici, Asaf Shabtai
2026 J jnl
Adversarial Intent is a Latent Variable: Stateful Trust Inference for Securing Multimodal Agentic RAG.
CoRR
Inderjeet Singh, Vikas Pahuja, Aishvariya Priya Rathina Sabapathy, Chiara Picardi, Amit Giloni, Roman Vainshtein, Andrés F. Murillo, Hisashi Kojima, Motoyoshi Sekiya, Yuki Unno, Junichi Suga
2026 J jnl
AgenTRIM: Tool Risk Mitigation for Agentic AI.
CoRR
Roy Betser, Shamik Bose, Amit Giloni, Chiara Picardi, Sindhu Padakandla, Roman Vainshtein
2025 A* conf
CAIR: Counterfactual-based Agent Influence Ranker for Agentic AI Workflows.
EMNLP
Amit Giloni, Chiara Picardi, Roy Betser, Shamik Bose, Aishvariya Priya Rathina Sabapathy, Roman Vainshtein
2025 J jnl
Counterfactual-based Agent Influence Ranker for Agentic AI Workflows.
CoRR
Amit Giloni, Chiara Picardi, Roy Betser, Shamik Bose, Aishvariya Priya Rathina Sabapathy, Roman Vainshtein
2025 A conf
DiL: An Explainable and Practical Metric for Abnormal Uncertainty in Object Detection.
WACV
Amit Giloni, Omer Hofman, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai
2025 — conf
Identifying Memorization of Diffusion Models Through p-Laplace Analysis.
SSVM (1)
Jonathan Brokman, Amit Giloni, Omer Hofman, Roman Vainshtein, Hisashi Kojima, Guy Gilboa
2025 J jnl
Identifying Memorization of Diffusion Models through p-Laplace Analysis.
CoRR
Jonathan Brokman, Amit Giloni, Omer Hofman, Roman Vainshtein, Hisashi Kojima, Guy Gilboa
2025 — conf
Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis.
RAIE
Jonathan Brokman, Omer Hofman, Oren Rachmil, Inderjeet Singh, Vikas Pahuja, Rathina Sabapathy, Aishvariya Priya, Amit Giloni, Roman Vainshtein, Hisashi Kojima
2025 A* conf
KDAT: Inherent Adversarial Robustness via Knowledge Distillation with Adversarial Tuning for Object Detection Models.
AAAI
Yarin Yerushalmi Levi, Edita Grolman, Idan Yankelev, Amit Giloni, Omer Hofman, Toshiya Shimizu, Asaf Shabtai, Yuval Elovici
2025 J jnl
LumiMAS: A Comprehensive Framework for Real-Time Monitoring and Enhanced Observability in Multi-Agent Systems.
CoRR
Ron Solomon, Yarin Yerushalmi Levi, Lior Vaknin, Eran Aizikovich, Amit Baras, Etai Ohana, Amit Giloni, Shamik Bose, Chiara Picardi, Yuval Elovici, Asaf Shabtai
2025 A* conf
Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images.
ICLR
Jonathan Brokman, Amit Giloni, Omer Hofman, Roman Vainshtein, Hisashi Kojima, Guy Gilboa
2025 J jnl
Manifold Induced Biases for Zero-shot and Few-shot Detection of Generated Images.
CoRR
Jonathan Brokman, Amit Giloni, Omer Hofman, Roman Vainshtein, Hisashi Kojima, Guy Gilboa
2024 J jnl
Addressing Key Challenges of Adversarial Attacks and Defenses in the Tabular Domain: A Methodological Framework for Coherence and Consistency.
CoRR
Yael Itzhakev, Amit Giloni, Yuval Elovici, Asaf Shabtai
2024 — conf
AdversariaLeak: External Information Leakage Attack Using Adversarial Samples on Face Recognition Systems.
ECCV (75)
Roye Katzav, Amit Giloni, Edita Grolman, Hiroo Saito, Tomoyuki Shibata, Tsukasa Omino, Misaki Komatsu, Yoshikazu Hanatani, Yuval Elovici, Asaf Shabtai
2024 J jnl
BENN: Bias Estimation Using a Deep Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Amit Giloni, Edita Grolman, Tanja Hagemann, Ronald Fromm, Sebastian Fischer, Yuval Elovici, Asaf Shabtai
2024 J jnl
Insights and Current Gaps in Open-Source LLM Vulnerability Scanners: A Comparative Analysis.
CoRR
Jonathan Brokman, Omer Hofman, Oren Rachmil, Inderjeet Singh, Rathina Sabapathy, Aishvariya Priya, Vikas Pahuja, Amit Giloni, Roman Vainshtein, Hisashi Kojima
2024 — conf
MONTRAGE: Monitoring Training for Attribution of Generative Diffusion Models.
ECCV (75)
Jonathan Brokman, Omer Hofman, Roman Vainshtein, Amit Giloni, Toshiya Shimizu, Inderjeet Singh, Oren Rachmil, Alon Zolfi, Asaf Shabtai, Yuki Unno, Hisashi Kojima
2024 B conf
Query-Based External Information Leakage Attacks on Face Recognition Models.
IJCNN
Edita Grolman, Amit Giloni, Ryuta Kremer, Hiroo Saito, Tomoyuki Shibata, Tsukasa Omino, Misaki Komatsu, Yoshikazu Hanatani, Asaf Shabtai, Yuval Elovici
2024 J jnl
X-Detect: explainable adversarial patch detection for object detectors in retail.
Mach. Learn.
Omer Hofman, Amit Giloni, Yarin Hayun, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai
2023 J jnl
X-Detect: Explainable Adversarial Patch Detection for Object Detectors in Retail.
CoRR
Omer Hofman, Amit Giloni, Yarin Hayun, Ikuya Morikawa, Toshiya Shimizu, Yuval Elovici, Asaf Shabtai
2022 B conf
FEPC: Fairness Estimation Using Prototypes and Critics for Tabular Data.
ICPR
Amit Giloni, Edita Grolman, Yuval Elovici, Asaf Shabtai
2020 J jnl
BENN: Bias Estimation Using Deep Neural Network.
CoRR
Amit Giloni, Edita Grolman, Tanja Hagemann, Ronald Fromm, Sebastian Fischer, Yuval Elovici, Asaf Shabtai