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ORCIDESORICS 2024: Bydgoszcz, Poland, Workshops - Part II
- Joaquín García-Alfaro
, Harsha Kalutarage, Naoto Yanai, Rafal Kozik, Pawel Ksieniewicz, Michal Wozniak, Habtamu Abie, Silvio Ranise, Luca Verderame, Enrico Cambiaso, Rita Maria Ugarelli, Isabel Praça, Basel Katt, Sandeep Pirbhulal, Ankur Shukla, Marek Pawlicki, Michal Choras:
Computer Security. ESORICS 2024 International Workshops - SECAI, DisA, CPS4CIP, and SecAssure, Bydgoszcz, Poland, September 16-20, 2024, Revised Selected Papers, Part II. Lecture Notes in Computer Science 15264, Springer 2025, ISBN 978-3-031-82361-9
SECAI Papers
- Shota Fujii, Rei Yamagishi:
Feasibility Study for Supporting Static Malware Analysis Using LLM. 5-28 - Yulian Sun, Li Duan, Yong Li:
Short Paper: PSY: Posterior Sampling Based Privacy Enhancer in Large Language Models. 29-38 - Sanghyun Park, Haeun Lee, Sang Kil Cha:
Short Paper: Systematic Bug Reproduction with Large Language Model. 39-48 - Jan Kadel, August See, Ritwik Sinha, Mathias Fischer:
BOTracle: A Framework for Discriminating Bots and Humans. 49-67 - D'Jeff K. Nkashama, Jordan F. Masakuna, Arian Soltani, Jean-Charles Verdier, Marc Frappier, Pierre-Martin Tardif, Froduald Kabanza:
Deep Learning for Network Anomaly Detection Under Data Contamination: Evaluating Robustness and Mitigating Performance Degradation. 68-87 - Hajime Tasaki, Jinhui Chao:
On Intrinsic Cause and Defense of Adversarial Examples in Deep Neural Networks. 88-106 - Patrick Lodeweegs, Behrad Tajalli, Stjepan Picek:
Short Paper: Effects of Poisoning Attacks on Causal Deep Reinforcement Learning. 107-117 - Robert Flood, Marco Casadio, David Aspinall, Ekaterina Komendantskaya:
Generating Traffic-Level Adversarial Examples from Feature-Level Specifications. 118-127 - Tarini Saka, Kami Vaniea, Nadin Kökciyan:
PhishCoder: Efficient Extraction of Contextual Information from Phishing Emails. 128-148 - Muhammad Salman, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Muhammad Ikram, Sidharth Kaushik, Mohamed Ali Kâafar:
On the Robustness of Malware Detectors to Adversarial Samples. 149-170 - Andrés Vargas-Rivera, Herson Esquivel-Vargas:
Towards AI-Based Identification of Publicly Known Vulnerabilities. 171-192 - Irfan Bulut, Enrique Argones-Rúa:
Short Paper: Machine Learning-Based Secure Malware Detection Using Features from Binary Executable Headers. 193-203 - Hamid Bostani, Zhengyu Zhao, Veelasha Moonsamy:
Improving Adversarial Robustness in Android Malware Detection by Reducing the Impact of Spurious Correlations. 204-222 - Kehinde O. Babaagba, Jordan Wylie, Mayowa Ayodele, Zhiyuan Tan:
Multi-Objective Evolutionary Algorithm for Automatic Generation of Adversarial Metamorphic Malware. 223-237 - Sampath Rajapaksha, Ruby Rani, Erisa Karafili:
A RAG-Based Question-Answering Solution for Cyber-Attack Investigation and Attribution. 238-256
DisA Papers
- Janusz Bobulski, Mariusz Kubanek:
Recognition of Remakes and Fake Facial Images. 261-272 - Marek Pawlicki, Federica Uccello, Salvatore D'Antonio, Rafal Kozik, Michal Choras:
A Novel Method of Improving Intrusion Detection Systems Robustness Against Adversarial Attacks, Through Feature Omission and a Committee of Classifiers. 273-288 - Sebastian Szelest, Marek Pawlicki, Aleksandra Pawlicka, Rafal Kozik, Michal Choras:
Proposition of a Novel Type of Attacks Targetting Explainable AI Algorithms in Cybersecurity. 289-304 - Mateusz Walczak, Aneta Poniszewska-Maranda:
Data Structures Towards the Recognition of Fake News and Disinformation Written in Polish. 305-320
CPS4CIP Papers
- Srinidhi Madabhushi, Rinku Dewri:
Characterizing Prediction Model Responses to Attack Inputs: A Study with Time-Series Power Consumption Data. 327-343 - Georgios Kavallieratos, Ahmed Amro, Vasileios Gkioulos, Grigore Stamatescu, Kostantinos Rantos, Thomas Lagkas, Konstantinos Demertzis, Fotis Paterakis, Alexios Lekidis, Christos Dalamagkas, Igor Kotsiuba, Sokratis K. Katsikas:
Best-Practices-Based Training for Improving Cybersecurity in Power Grids. 344-359 - Ashish Bhattarai, Syed Naqvi:
Proactive Cyber Security Strategies for Securing Critical National Infrastructure. 360-373 - Lorenzo Alvisi, John Bianchi, Sara Tibidò, Maria Vittoria Zucca:
Weaponizing Disinformation Against Critical Infrastructures. 374-389
SecAssure Papers
- Gianpietro Castiglione, Giampaolo Bella:
Compliance-Driven CWE Assessment by Semantic Similarity. 395-415 - Hendrik Eikerling, Anemone Kampkötter:
Enabling Android Application Monitoring by Characterizing Security-Critical Code Fragments. 416-436 - Yosra Lakhdhar, Slim Rekhis, Lamia Chaari Fourati:
MITRE-Based APT Attack Generation and Prediction. 437-456 - Janaka Senanayake, Harsha Kalutarage, Luca Piras, Mhd Omar Al-Kadri, Andrei Petrovski:
Assuring Privacy of AI-Powered Community Driven Android Code Vulnerability Detection. 457-476 - Florian Kammüller, Luca Piras, Bob Fields, Rajagopal Nagarajan:
Formalizing Federated Learning and Differential Privacy for GIS Systems in IIIf. 477-487 - Muhammad Mudassar Yamin, Shao-Fang Wen, Basel Katt:
AI-Assisted Assurance Profile Creation for System Security Assurance. 488-497 - Lama Amro, Ahmed Amro, Christopher Frantz:
Attack to Defend: Gamifying the MITRE ATT&CK for Cyber Security Training Using the COFELET Framework. 498-517 - Matthijs Koier, Hugo Kuipers, Marre Slikker, Slinger Jansen, Katsiaryna Labunets:
Canary in the Coal Mine: Identifying Cyber Threat Trends Through Topic Mining - Stack Overflow Case Study. 518-538
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