Information Systems Security

This book constitutes the refereed proceedings of the18th International Conference on Information Systems Security, ICISS 2022, held in Tirupati, India, during December 16-20, 2022
The 8 full papers and 5 short papers included in this book were carefully reviewed and selected from 55 submissions. They were organized in topical sections as follows: ostinato: cross-host attack correlation through attack activity similaritydetection; DKS-PKI: a distributed key server architecture for public keyinfrastructure; generating-set evaluation of bloom filter hardening techniques in privaterecord linkage; etc

Ostinato: Cross-host Attack Correlation through Attack Activity SimilarityDetection. -DKS-PKI: A Distributed Key Server Architecture for Public KeyInfrastructure. -Generating-Set Evaluation of Bloom Filter Hardening Techniques in PrivateRecord Linkage. -SHIELD: A Multimodal Deep Learning Framework For Android MalwareDetection. -Samyukta: A Unified Access Control Model using Roles, Labels, andAttributes. -Efficient and Effective Static Android Malware Detection Using MachineLearning. -Attacks on ML Systems: From Security Analysis to Attack Mitigation. -MILSA: Model Interpretation based Label Sniffing Attack in Federated Learning. -IoTInDet: Detecting Internet of Things Intrusions with Class Scatter Ratio and Hellinger Distance Statistics. -Detecting Cloud originated DDoS attacks at the source using Out-cloud attack detection (OCAD). -Mining Attribute-Based Access Control Policies. -Preventing Privacy-Violating Information Flows in JavaScript Applications using Dynamic Labelling. -On the Impact of Model Tolerance in Power Grid Anomaly Detection Systems. -WiP: Control Plane Saturation Attack Mitigation in Software Defined Networks. -WiP: EventTracker-Event Driven Evidence Collection for Digital Forensics. -WiP: Characterizing the Impact of Multiplexed DoS Attacks on HTTP and Detection