International Journal of Information Security

Article	Citations
BitCracker: BitLocker meets GPUs	125
The rise of “security and privacy”: bibliometric analysis of computer privacy research	106
Fast but approximate homomorphic k-means based on masking technique	76
Verifiability for privacy-preserving computing on distributed data — a survey	50
AutoPKI: public key infrastructure for IoT with automated trust transfer	49
Anomalous behavior detection-based approach for authenticating smart home system users	46
Outlier-oriented poisoning attack: a grey-box approach to disturb decision boundaries by perturbing outliers in multiclass learning	40
Efficient arabic and english social spam detection using a transformer and 2D convolutional neural network-based deep learning filter	39
A content-based deep intrusion detection system	33
Feature engineering impact on position falsification attacks detection in vehicular ad-hoc network	32
Systematic review of SIEM technology: SIEM-SC birth	30
An intrusion detection approach based on incremental long short-term memory	29
Using machine learning to detect network intrusions in industrial control systems: a survey	29
Malware classification approaches utilizing binary and text encoding of permissions	27
A comprehensive approach for mitigating impersonation in online assessment: integrity policy and random authentication	25
Fairness as a Service (FaaS): verifiable and privacy-preserving fairness auditing of machine learning systems	24
Weighted quality criteria for cyber threat intelligence: assessment and prioritisation in the MISP data model	23
Automated broken object-level authorization attack detection in REST APIs through OpenAPI to colored petri nets transformation	23
BLoCNet: a hybrid, dataset-independent intrusion detection system using deep learning	23
Balancing usability, user experience, security and privacy in XR systems: a multidimensional approach	23
Xai-driven black-box adversarial attacks on network intrusion detectors	22
Random resampling algorithms for addressing the imbalanced dataset classes in insider threat detection	22
Acnn: arbitrary trace attacks based on leakage area detection	20
Restricting data-leakage using fine-grained access control on OSN objects	20
A vulnerability assessment and exploitation analysis of a powerline communication HomePlug AV network adapter	20

MEDICALHARM: A threat modeling designed for modern medical devices and a comprehensive study on effectiveness, user satisfaction, and security perspectives	20
Survey on image encryption techniques using chaotic maps in spatial, transform and spatiotemporal domains	20
Detection, characterization, and profiling DoH Malicious traffic using statistical pattern recognition	20
Unmasking the common traits: an ensemble approach for effective malware detection	20
Enhancing phishing email detection with stylometric features and classifier stacking	19
Model-Agnostic Utility-Preserving Biometric Information Anonymization	19
Pseudonym shuffling-driven blockchain and Autoencoder-based secure E-healthcare data management	19
Improving spam email classification accuracy using ensemble techniques: a stacking approach	18
Ensemble learning-based adaptive and adversarial techniques for APT attack detection	18
Adversarial robustness of deep reinforcement learning-based intrusion detection	17
A survey of anomaly detection methods for power grids	17
A cyber defense system against phishing attacks with deep learning game theory and LSTM-CNN with African vulture optimization algorithm (AVOA)	17
Phish-Sight: a new approach for phishing detection using dominant colors on web pages and machine learning	17
Tracing the evolution of cyber resilience: a historical and conceptual review	17
“Animation” URL in NFT marketplaces considered harmful for privacy	17
A perspective–retrospective analysis of diversity in signature-based open-source network intrusion detection systems	17
Attribute inference privacy protection for pre-trained models	16
A systematic literature review on wearable health data publishing under differential privacy	16
Certified unlearning for a trustworthy machine learning-based access control administration	16
Developers’ mindset on self-adaptive privacy and its requirements for cloud computing environments	16
Privacy information propagation in online social networks - a case study based on Weibo data	16
Unmasking SDN flow table saturation: fingerprinting, attacks and defenses	16
Semi-supervised approach for detecting malicious domains in TLDs in their first query	16
Secure outsourcing of manufacturing compliance checks	15
Analyzing shared keys in X.509 certificates with domain ownership	15
Blockchain-based data integrity framework for Internet of Things	15
Generating adversarial examples with collaborative generative models	15
Construction of network pentest-defense adversarial environment based on NASim	15
GaTeBaSep: game theory-based security protocol against ARP spoofing attacks in software-defined networks	15
Business process models and simulation to enable GDPR compliance	15
Deceiving supervised machine learning models via adversarial data poisoning attacks: a case study with USB keyboards	14
Advancements and challenges in privacy-preserving split learning: experimental findings and future directions	14
Automated cybersecurity impact propagation across business processes using process mining techniques	14
A systematic mapping study on security for systems of systems	14
Authentication in Internet of Things, protocols, attacks, and open issues: a systematic literature review	14
Securing air-gapped systems-review of covert techniques for data ex-filtration and a new clause proposal for ISO 27001	14
Efficient authentication scheme for heterogeneous signcryption with cryptographic reverse firewalls for VANETs	14
Generative AI for pentesting: the good, the bad, the ugly	13
Exploring the potential of deep learning and machine learning techniques for randomness analysis to enhance security on IoT	13
Cross-Silo Federated Learning in Security Operations Centers for effective malware detection	13
Spatial de-correlation of generated keys from wireless channels using adversarial deep learning	13
RLET: a lightweight model for ubiquitous multi-class intrusion detection in sustainable and secured smart environment	13
WEFT: a consistent and tamper-proof methodology for acquisition of automatically verifiable forensic web evidence	13
Malicious uses of blockchains by malware: from the analysis to Smart-Zephyrus	12
Estimating vulnerability metrics with word embedding and multiclass classification methods	12
A generic framework for blockchain-assisted on-chain auditing for off-chain storage	12
Security beyond cybersecurity: side-channel attacks against non-cyber systems and their countermeasures	12
International journal of information security: a bibliometric study, 2007–2023	12
Cyber-security gamification in federation of cyber ranges: design, implementation, and evaluation	12
Adversarial attack detection framework based on optimized weighted conditional stepwise adversarial network	12

Multi-user covert communication in power internet of things networks	12
Adversarial attacks against mouse- and keyboard-based biometric authentication: black-box versus domain-specific techniques	12
DevSecOps practices and tools	12
Multi-cloud applications: data and code fragmentation for improved security	12
Toward a unified and secure approach for extraction of forensic digital evidence from an IoT device	12
A first look at references from the dark to the surface web world: a case study in Tor	11
Two-stage advanced persistent threat (APT) attack on an IEC 61850 power grid substation	11
A Data-centric approach for safe and secure large language models against threatening and toxic content	11
Identifying factors influencing the duration of zero-day vulnerabilities	11
Trust attack prevention based on Spark-blockchain in social IoT: a survey	11
Comprehensive review on machine learning and deep learning techniques for malware detection in android and IoT devices	11
ANS-based compression and encryption with 128-bit security	11
A systematic overview on methods to protect sensitive data provided for various analyses	10
Novel mechanism for anonymous reporting and anonymous rewarding using blockchain technology	10
A conflict-aware active BLE state machine learning and state coverage-guided gray-box fuzz testing method	10
Generating ICS vulnerability playbooks with open standards	10
An overview of proposals towards the privacy-preserving publication of trajectory data	10
A comprehensive Blockchain-oriented secure framework for SDN/Fog-based IoUT	10
Protection of centralized SDN control plane from high-rate Packet-In messages	10
A comprehensive analysis of cryptocurrency breaches at endpoint	10
A fog-based anonymous authentication scheme with location privacy for wireless body area network with FPGA implementation	10
Abuse-freeness in contract signing: a blockchain-based proposal	10
Anonymous provision of privacy-sensitive services using blockchain and decentralised storage	10
Cyber–physical risk assessment for false data injection attacks considering moving target defences	9
Revisiting QUIC attacks: a comprehensive review on QUIC security and a hands-on study	9
TENET: a new hybrid network architecture for adversarial defense	9
PayScan: Detection and Security Analysis of Payment Libraries in Android Apps	9
Deep behavioral analysis of machine learning algorithms against data poisoning	9
Analysis of OSPU security effect and data assembly verification under semi-network OS architecture	9
Non-Alpha-Num: a novel architecture for generating adversarial examples for bypassing NLP-based clickbait detection mechanisms	9
Challenges of post-quantum digital signing in real-world applications: a survey	9
Retraction Note: Deep learning based network intrusion detection system: a systematic literature review and future scopes	9
Correction: Cryptocurrency recovery framework using pre-signed transaction	9
A unit-based symbolic execution method for detecting memory corruption vulnerabilities in executable codes	9
Selfish mining attack in blockchain: a systematic literature review	9
Factors influencing Swedish citizens’ willingness to provide their mobile phones to forensic examination	9
Performance analysis of capsule networks for detecting GPS spoofing attacks on unmanned aerial vehicles	9
A deep learning approach based on multi-view consensus for SQL injection detection	8
Identifying Open-Source Threat Detection Resources on GitHub: A Scalable Machine Learning Approach	8
Pioneering automated vulnerability detection for smart contracts in blockchain using KEVM: Guardian ADRGAN	8
Maritime decision-makers and cyber security: deck officers’ perception of cyber risks towards IT and OT systems	8
Balancing the act? Resampling versus imbalanced data for Wi-Fi IDS	8
Federated learning for misbehaviour detection with variational autoencoders and Gaussian mixture models	8
Scalable, password-based and threshold authentication for smart homes	8
SCAnME - scanner comparative analysis and metrics for evaluation	8
Detecting malicious nodes using game theory and reinforcement learning in software-defined networks	8
A computationally efficient dimensionality reduction and attack classification approach for network intrusion detection	8
Large language models for software vulnerability detection: a guide for researchers on models, methods, techniques, datasets, and metrics	8
Securing the IoT ecosystem: ASIC-based hardware realization of Ascon lightweight cipher	8
Email bombing attack detection and mitigation using machine learning	8
Enhancing DevSecOps practice with Large Language Models and Security Chaos Engineering	8
Efficient and interpretable SRU combined with TabNet for network intrusion detection in the big data environment	8
Federated learning-based intrusion detection system for Internet of Things	7
A personalized learning theory-based cyber-security training exercise	7
Vulnerability discovery based on source code patch commit mining: a systematic literature review	7
CARNYX: A framework for vulnerability detection via power consumption analysis in embedded systems	7
Short- versus long-term performance of detection models for obfuscated MSOffice-embedded malware	7
SmartiPhish: a reinforcement learning-based intelligent anti-phishing solution to detect spoofed website attacks	7
DFTMicroagg: a dual-level anonymization algorithm for smart grid data	7
A comprehensive survey of phishing: mediums, intended targets, attack and defence techniques and a novel taxonomy	6
Aldp-fl: an adaptive local differential privacy-based federated learning mechanism for IoT	6
A risk-level assessment system based on the STRIDE/DREAD model for digital data marketplaces	6
Citizens’ engagement with cybersecurity measures in Bangladesh: a cross-sectional study	6
P2ADF: a privacy-preserving attack detection framework in fog-IoT environment	6
Efficient searchable symmetric encryption supporting range queries	6
An end-to-end intrusion detection system with IoT dataset using deep learning with unsupervised feature extraction	6
Security analysis and improvement of a privacy-preserving authentication scheme in VANET	6
IoT device security audit tools: a comprehensive analysis and a layered architecture approach for addressing expanded security requirements	6
Investigation of application layer DDoS attacks in legacy and software-defined networks: A comprehensive review	6
An interpretability security framework for intelligent decision support systems based on saliency map	6
How engaged are you? A forensic analysis of the Oura Ring Gen 3 application across iOS, Android, and Cloud platforms	6
A review on digital twins for power generation and distribution	6
Transformer or Autoencoder? Who is the ultimate adversary for attack detectors?	6
Start thinking in graphs: using graphs to address critical attack paths in a Microsoft cloud tenant	6
From sinking to saving: MITRE ATT &CK and D3FEND frameworks for maritime cybersecurity	6
Mobile botnet detection: a comprehensive survey	6
Integrating the edge computing paradigm into the development of IoT forensic methodologies	6
A dynamic C-V2X anonymous authentication and group key agreement protocol	5
Intelligent cybersecurity approach for data protection in cloud computing based Internet of Things	5
Evaluating the impact of filter-based feature selection in intrusion detection systems	5

RETRACTED ARTICLE: Deep learning based network intrusion detection system: a systematic literature review and future scopes	5
Evaluating differentially private decision tree model over model inversion attack	5
A Webshell detection method based on feature fusion and federated learning	5
Blockchain-based multi-organizational cyber risk management framework for collaborative environments	5
Construction of post quantum secure authenticated key agreement protocol for dew-assisted IoT systems	5
A comprehensive review on permissions-based Android malware detection	5
Adversarial security mitigations of mmWave beamforming prediction models using defensive distillation and adversarial retraining	5
On the detection of lateral movement through supervised machine learning and an open-source tool to create turnkey datasets from Sysmon logs	5
A blockchain-enabled collaborative intrusion detection framework for SDN-assisted cyber-physical systems	5
Modeling reporting delays in cyber incidents: an industry-level comparison	5
From zero-shot machine learning to zero-day attack detection	5
Educational escape rooms for raising information privacy competences: An empirical validation	5
A novel hybrid hunger games algorithm for intrusion detection systems based on nonlinear regression modeling	5
Robust password security: a genetic programming approach with imbalanced dataset handling	5
A review of time-series analysis for cyber security analytics: from intrusion detection to attack prediction	5
Detecting unknown vulnerabilities in smart contracts with the CNN-BiLSTM model	5
Hybrid attention-enhanced explainable model for encrypted traffic detection and classification	5
Insights from field experience: digital forensics of event and voyage data recorders in transportation systems accident investigation	5
Blockchain and smart contract architecture for notaries services under civil law: a Brazilian experience	5
Accessible password strength assessment method for visually challenged users	5
A cluster of patterns for trusted computing	5
Neighbor discovery protocol anomaly-based detection system using neural network algorithm	4
SealFSv2: combining storage-based and ratcheting for tamper-evident logging	4
A multi-objective cost–benefit optimization algorithm for network hardening	4
GPNST: An Improved Graphical Password Authentication Scheme Leveraging Neural Style Transfer Technique on Smartphones	4
A survey and characterization of Close Access Cyberspace Operations	4
Establishing and validating secured keys for IoT devices: using P3 connection model on a cloud-based architecture	4
Dependency-based security risk assessment for cyber-physical systems	4
Error reduction of SRAM-based physically unclonable function for chip authentication	4
Blockchain-based multi-diagnosis deep learning application for various diseases classification	4
A review on fake news detection 3T’s: typology, time of detection, taxonomies	4
Adaptive context-aware access control for IoT environments leveraging fog computing	4
Highly private blockchain-based management system for digital COVID-19 certificates	4
Challenges and future research directions in secure multi-party computation for resource-constrained devices and large-scale computations	4
Guiding the implementation of data privacy with microservices	4
Privacy and safety improvement of VANET data via a safety-related privacy scheme	4
Business-layer client-side racer: dynamic security testing of the web application against client-side race condition in the business layer	4
Energy-efficient trust-aware secured neuro-fuzzy clustering with sparrow search optimization in wireless sensor network	4
From frontlines to online: examining target preferences in the Russia–Ukraine conflict	4
BASPED: Blockchain assisted searchable public key encryption over outsourced data	4
Publisher Correction: PPAM-mIoMT: a privacy-preserving authentication with device verification for securing healthcare systems in 5G networks	4
Cultivating skilled malware analysts: Clarification of practical malware dynamic analysis through interviews	4
A TCP-based covert channel with integrity check and retransmission	4
Activity-based payments: alternative (anonymous) online payment model	4
Evading malware classifiers using RL agent with action-mask	4
Clonable key fobs: Analyzing and breaking RKE protocols	4
A typology of secure multicast communication over 5 G/6 G networks	4
A novel frame switching model based on virtual MAC in SDN	4
USB-GATE: USB-based GAN-augmented transformer reinforced defense framework for adversarial keystroke injection attacks	4
Cyber defense in OCPP for EV charging security risks	4
Side-channel attacks and countermeasures for heart rate retrieval from ECG characterization device	4
Human factors in cybersecurity: an interdisciplinary review and framework proposal	4
Beyond the code: analyzing OSS developers security awareness and practices	3
Causal effect analysis-based intrusion detection system for IoT applications	3
Detection of adversarial attacks based on differences in image entropy	3
A formal technique for automatic resolution of OpenFlow anomalies	3
AIHGAT: A novel method of malware detection and homology analysis using assembly instruction heterogeneous graph	3
Revisiting Cuckoo Hash-based Unbalanced Private Set Union: Leakage Analysis and Better Construction	3
LDES: detector design for version number attack detection using linear temporal logic based on discrete event system	3
INCHAIN: a cyber insurance architecture with smart contracts and self-sovereign identity on top of blockchain	3
An online intrusion detection method for industrial control systems based on extended belief rule base	3
A full privacy-preserving distributed batch-based certificate-less aggregate signature authentication scheme for healthcare wearable wireless medical sensor networks (HWMSNs)	3
A review on graph-based approaches for network security monitoring and botnet detection	3
Optimized common features selection and deep-autoencoder (OCFSDA) for lightweight intrusion detection in Internet of things	3
SERDUX-MARCIM: Maritime Cyberattack simulation using Dynamic Modeling, Compartmental Models in Epidemiology and Agent-based Modeling	3
A cross-setting study of user unlocking behaviour in a graphical authentication scheme: a case study on android Pattern Unlock	3
Distributed access control for information-centric networking architectures using verifiable credentials	3
BLISS: blockchain-based integrated security system for internet of things (IoT) applications	3
A Digital Asset Inheritance Model to Convey Online Persona Posthumously	3
Octopus: privacy preserving peer-to-peer transactions system with InterPlanetary file system (IPFS)	3
Synthetic data: revisiting the privacy-utility trade-off	3
Secure multi-party computation with legally-enforceable fairness	3
Accountable privacy preserving attribute-based access control for cloud services enforced using blockchain	3
Security bug reports classification using fasttext	3
A survey on malware attacks in industrial air-gap systems	3
Benchmarking the security protocol and data model (SPDM) for component authentication	3
Cybersecurity training and healthcare: the AERAS approach	3
Data space randomization for securing cyber-physical systems	3
Malicious code detection in android: the role of sequence characteristics and disassembling methods	3
Random forest evaluation using multi-key homomorphic encryption and lookup tables	3
A survey on IoT application layer protocols, security challenges, and the role of explainable AI in IoT (XAIoT)	3
Brave-sdn: blockchain-reliant authentication for versatile east–west bound in distributed SDNs	3
CT-GCN: a phishing identification model for blockchain cryptocurrency transactions	2
C2-Eye: framework for detecting command and control (C2) connection of supply chain attacks	2
Enhancing security in QCA-based circuits using optimal key gate placement	2
A voting gray wolf optimizer-based ensemble learning models for intrusion detection in the Internet of Things	2
Integrating AI-driven threat intelligence and forecasting in the cyber security exercise content generation lifecycle	2
Securing financial systems through data sovereignty: a systematic review of approaches and regulations	2
Cryptocurrency recovery framework using pre-signed transaction	2
SFCGDroid: android malware detection based on sensitive function call graph	2
XAIRF-WFP: a novel XAI-based random forest classifier for advanced email spam detection	2
How education level influences internet security knowledge, behaviour, and attitude: a comparison among undergraduates, postgraduates and working graduates	2
Expediting the design and development of secure cloud-based mobile apps	2
The SAINT observatory subsystem: an open-source intelligence tool for uncovering cybersecurity threats	2
A comprehensive analysis on software vulnerability detection datasets: trends, challenges, and road ahead	2