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COMPUTER SECURITY-ESORICS 2025, PT I

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Papers22
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Journal Papers 22
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PriSM: A Privacy-Friendly Support Vector Machine
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deleteBarbato, Michele; Ceselli, Alberto; di Vimercati, Sabrina De Capitani; Foresti, Sara; Samarati, Pierangela
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How Dataset Diversity Affects Generalization in ML-Based NIDS
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deleteNougnanke, Benoit; Blanc, Gregory; Robert, Thomas
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Machine Learning Vulnerabilities in 6G: Adversarial Attacks and Their Impact on Channel Gain Prediction and Resource Allocation in UC-CFmMIMO
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deleteGhorbel, Mahmoud; Cheggour, Selina; Loscri, Valeria; Imine, Youcef; Ouarnoughi, Hamza; Niar, Smail
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DBBA: Diffusion-Based Backdoor Attacks on Open-Set Face Recognition Models
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deleteQi, Fuqi; Gao, Haichang; Li, Boling; He, Guangyu; Zhang, Yuhong; Luo, Jiacheng
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TATA: Benchmark NIDS Test Sets Assessment and Targeted Augmentation
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deleteAnser, Omar; Francois, Jerome; Chrisment, Isabelle; Kondo, Daishi
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On the Adversarial Robustness of Graph Neural Networks with Graph Reduction
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deleteWu, Kerui; Chow, Ka-Ho; Wei, Wenqi; Yu, Lei
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GANSec: Enhancing Supervised Wireless Anomaly Detection Robustness Through Tailored Conditional GAN Augmentation
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deleteXu, Jiali; Wang, Shuo; Loscri, Valeria; Brighente, Alessandro; Conti, Mauro; Rouvoy, Romain
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Trigger-Based Fragile Model Watermarking for Image Transformation Networks
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deleteRobinette, Preston K.; Nguyen, Thuy Dung; Sasaki, Samuel; Johnson, Taylor T.
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Towards Context-Aware Log Anomaly Detection Using Fine-Tuned Large Language Models
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deleteBreniaux, Hugo; Mouheb, Djedjiga
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PROTEAN: Federated Intrusion Detection in Non-IID Environments Through Prototype-Based Knowledge Sharing
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deleteChennoufi, Sara; Han, Yufei; Blanc, Gregory; De Cristofaro, Emiliano; Kiennert, Christophe
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Time-Distributed Backdoor Attacks on Federated Spiking Learning
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deleteAbad, Gorka; Picek, Stjepan; Urbieta, Aitor
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Let the Noise Speak: Harnessing Noise for a Unified Defense Against Adversarial and Backdoor Attacks
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deleteShahriar, Md Hasan; Wang, Ning; Ramakrishnan, Naren; Hou, Y. Thomas; Lou, Wenjing
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DUMB and DUMBer: Is Adversarial Training Worth It in the Real World?
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deleteMarchiori, Francesco; Alecci, Marco; Pajola, Luca; Conti, Mauro
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SecureT2I: No More Unauthorized Manipulation on AI Generated Images from Prompts
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deleteWu, Xiaodong; Li, Xiangman; Li, Qi; Ni, Jianbing; Lu, Rongxing
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Evaluation of Autonomous Intrusion Response Agents in Adversarial and Normal Scenarios
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deleteReaney, Matthew; McLaughlin, Kieran; Scott-Hayward, Sandra
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Abuse-Resistant Evaluation of AI-as-a-Service via Function-Hiding Homomorphic Signatures
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deleteAttrapadung, Nuttapong; Hanaoaka, Goichiro; Hiromasa, Ryo; Koseki, Yoshihiro; Matsuda, Takahiro; Nishida, Yutaro; Sakai, Yusuke; Schuldt, Jacob C. N.; Yasuda, Satoshi
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FuncVul: An Effective Function Level Vulnerability Detection Model Using LLM and Code Chunk
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deleteHalder, Sajal; Ahmed, Muhammad Ejaz; Camtepe, Seyit
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Llama-Based Source Code Vulnerability Detection: Prompt Engineering vs Fine Tuning
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deleteOuchebara, Dyna Soumhane; Dupont, Stephane
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LUMIA: Linear Probing for Unimodal and MultiModal Membership Inference Attacks Leveraging Internal LLM States
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deleteIbanez-Lissen, Luis; Gonzalez-Manzano, Lorena; de Fuentes, Jose Maria; Anciaux, Nicolas; Garcia-Alfaro, Joaquin
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Countering Jailbreak Attacks with Two-Axis Pre-detection and Conditional Warning Wrappers
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deleteNa, Hyunsik; Kim, Hajun; Yoon, Dooshik; Choi, Daeseon
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