A Reputation-based Trust Management in Peer-to-Peer Network Systems. - Natalia Stakhanova; Sergio Ferrero; Johnny S. Wong; Ying Cai 001 (PDCS, 2004)

Trust Framework for P2P Networks Using Peer-Profile Based Anomaly Technique. - Natalia Stakhanova; Samik Basu 001; Johnny Wong 001; Oleg Stakhanov (ICDCS Workshops, 2005)

Automated Caching of Behavioral Patterns for Efficient Run-Time Monitoring. - Natalia Stakhanova; Samik Basu 001; Robyn R. Lutz; Johnny Wong 001 (DASC, 2006)

A Cost-Sensitive Model for Preemptive Intrusion Response Systems. - Natalia Stakhanova; Samik Basu 001; Johnny Wong 001 (AINA, 2007)

Specification Synthesis for Monitoring and Analysis of MANET Protocols. - Natalia Stakhanova; Samik Basu 001; Wensheng Zhang 001; Xia Wang; Johnny Wong 001 (AINA Workshops (1), 2007)

Software fault tree and coloured Petri net-based specification, design and implementation of agent-based intrusion detection systems. - Guy G. Helmer; Johnny Wong 001; Mark Slagell; Vasant G. Honavar; Les Miller; Yanxin Wang; Xia Wang; Natalia Stakhanova (Int. J. Inf. Comput. Secur., 2007)

A taxonomy of intrusion response systems. - Natalia Stakhanova; Samik Basu 001; Johnny Wong 001 (Int. J. Inf. Comput. Secur., 2007)

A Behavioral Model of Ideologically-motivated "Snowball" Attacks. - Natalia Stakhanova; Oleg Stakhanov; Ali A. Ghorbani 001 (ARES, 2008)

On Evaluation of Response Cost for Intrusion Response Systems. - Natalia Stakhanova; Chris Strasburg; Samik Basu 001; Johnny S. Wong (RAID, 2008)

Intrusion response cost assessment methodology. - Chris Strasburg; Natalia Stakhanova; Samik Basu 001; Johnny S. Wong (AsiaCCS, 2009)

A Framework for Cost Sensitive Assessment of Intrusion Response Selection. - Chris Strasburg; Natalia Stakhanova; Samik Basu 001; Johnny S. Wong (COMPSAC (1), 2009)

An Online Adaptive Approach to Alert Correlation. - Hanli Ren; Natalia Stakhanova; Ali A. Ghorbani 001 (DIMVA, 2010)

Managing intrusion detection rule sets. - Natalia Stakhanova; Ali A. Ghorbani 001 (EUROSEC, 2010)

Selective Regular Expression Matching. - Natalia Stakhanova; Hanli Ren; Ali A. Ghorbani 001 (ISC, 2010)

On the symbiosis of specification-based and anomaly-based detection. - Natalia Stakhanova; Samik Basu 001; Johnny Wong 001 (Comput. Secur., 2010)

Toward Credible Evaluation of Anomaly-Based Intrusion-Detection Methods. - Mahbod Tavallaee; Natalia Stakhanova; Ali A. Ghorbani 001 (IEEE Trans. Syst. Man Cybern. Part C, 2010)

Exploring network-based malware classification. - Natalia Stakhanova; Mathieu Couture; Ali A. Ghorbani 001 (MALWARE, 2011)

Towards cost-sensitive assessment of intrusion response selection. - Natalia Stakhanova; Chris Strasburg; Samik Basu 001; Johnny S. Wong (J. Comput. Secur., 2012)

Detecting machine-morphed malware variants via engine attribution. - Radhouane Chouchane; Natalia Stakhanova; Andrew Walenstein; Arun Lakhotia (J. Comput. Virol. Hacking Tech., 2013)

Probing the Limits of Virtualized Software Protection. - Joshua Cazalas; Jeffrey Todd McDonald; Todd R. Andel; Natalia Stakhanova (PPREW@ACSAC, 2014)

Towards effective feature selection in machine learning-based botnet detection approaches. - Elaheh Biglar Beigi Samani; Hossein Hadian Jazi; Natalia Stakhanova; Ali A. Ghorbani 001 (CNS, 2014)

DroidKin: Lightweight Detection of Android Apps Similarity. - Hugo Gonzalez; Natalia Stakhanova; Ali A. Ghorbani 001 (SecureComm (1), 2014)

A Performance Evaluation of Hash Functions for IP Reputation Lookup Using Bloom Filters. - Marc Antoine Gosselin-Lavigne; Hugo Gonzalez; Natalia Stakhanova; Ali A. Ghorbani 001 (ARES, 2015)

Enriching reverse engineering through visual exploration of Android binaries. - Ashutosh Jain; Hugo Gonzalez; Natalia Stakhanova (PPREW@ACSAC, 2015)

Exploring reverse engineering symptoms in Android apps. - Hugo Gonzalez; Andi A. Kadir; Natalia Stakhanova; Abdullah J. Alzahrani; Ali A. Ghorbani 001 (EUROSEC, 2015)

An Entropy Based Encrypted Traffic Classifier. - Mohammad Saiful Islam Mamun; Ali A. Ghorbani 001; Natalia Stakhanova (ICICS, 2015)

Android Botnets: What URLs are Telling Us. - Andi Fitriah Abdul Kadir; Natalia Stakhanova; Ali Akbar Ghorbani (NSS, 2015)

Application-layer denial of service attacks: taxonomy and survey. - Georgios Mantas; Natalia Stakhanova; Hugo Gonzalez; Hossein Hadian Jazi; Ali A. Ghorbani 001 (Int. J. Inf. Comput. Secur., 2015)

Detecting Malicious URLs Using Lexical Analysis. - Mohammad Saiful Islam Mamun; Mohammad Ahmad Rathore; Arash Habibi Lashkari; Natalia Stakhanova; Ali A. Ghorbani 001 (NSS, 2016)

Measuring code reuse in Android apps. - Hugo Gonzalez; Natalia Stakhanova; Ali A. Ghorbani 001 (PST, 2016)

Detecting HTTP-based application layer DoS attacks on web servers in the presence of sampling. - Hossein Hadian Jazi; Hugo Gonzalez; Natalia Stakhanova; Ali A. Ghorbani 001 (Comput. Networks, 2017)

Android authorship attribution through string analysis. - Vaibhavi Kalgutkar; Natalia Stakhanova; Paul Cook; Alina Matyukhina (ARES, 2018)

Authorship Attribution of Android Apps. - Hugo Gonzalez; Natalia Stakhanova; Ali A. Ghorbani 001 (CODASPY, 2018)

A Security Assessment of HCE-NFC Enabled E-Wallet Banking Android Apps. - Ratinder Kaur; Yan Li; Junaid Iqbal; Hugo Gonzalez; Natalia Stakhanova (COMPSAC (2), 2018)

Unmasking Android Obfuscation Tools Using Spatial Analysis. - Ratinder Kaur; Ye Ning; Hugo Gonzalez; Natalia Stakhanova (PST, 2018)

Understanding Android Financial MalwareAttacks: Taxonomy, Characterization, and Challenges. - Andi Fitriah Abdul Kadir; Natalia Stakhanova; Ali A. Ghorbani 001 (J. Cyber Secur. Mobil., 2018)

PoliDOM: Mitigation of DOM-XSS by Detection and Prevention of Unauthorized DOM Tampering. - Junaid Iqbal; Ratinder Kaur; Natalia Stakhanova (ARES, 2019)

Scalable Privacy-Preserving Query Processing over Ethereum Blockchain. - Shlomi Linoy; Hassan Mahdikhani; Suprio Ray; Rongxing Lu; Natalia Stakhanova; Ali A. Ghorbani 001 (Blockchain, 2019)

Exploring Ethereum's Blockchain Anonymity Using Smart Contract Code Attribution. - Shlomi Linoy; Natalia Stakhanova; Alina Matyukhina (CNSM, 2019)

Adversarial Authorship Attribution in Open-Source Projects. - Alina Matyukhina; Natalia Stakhanova; Mila Dalla Preda; Celine Perley (CODASPY, 2019)

Code Authorship Attribution: Methods and Challenges. - Vaibhavi Kalgutkar; Ratinder Kaur; Hugo Gonzalez; Natalia Stakhanova; Alina Matyukhina (ACM Comput. Surv., 2019)

Towards Eidetic Blockchain Systems with Enhanced Provenance. - Shlomi Linoy; Suprio Ray; Natalia Stakhanova (ICDE Workshops, 2020)

EtherProv: Provenance-Aware Detection, Analysis, and Mitigation of Ethereum Smart Contract Security Issues. - Shlomi Linoy; Suprio Ray; Natalia Stakhanova (Blockchain, 2021)

Origin Attribution of RSA Public Keys. - Enrico Branca; Farzaneh Abazari; Ronald Rivera Carranza; Natalia Stakhanova (SecureComm (1), 2021)

De-anonymizing Ethereum blockchain smart contracts through code attribution. - Shlomi Linoy; Natalia Stakhanova; Suprio Ray (Int. J. Netw. Manag., 2021)

Github Dataset for Authorship Attribution. - Farzaneh Abazari; Enrico Branca; Norah Ridley; Natalia Stakhanova; Mila Dalla Preda (IEEE DataPort, 2021)

Analysis and prediction of web proxies misbehavior. - Zahra Nezhadian; Enrico Branca; Natalia Stakhanova (ARES, 2022)

Authenticated Multi-Version Index for Blockchain-based Range Queries on Historical Data. - Shlomi Linoy; Suprio Ray; Natalia Stakhanova (Blockchain, 2022)

AndroClonium: Bytecode-Level Code Clone Detection for Obfuscated Android Apps. - Ardalan Foroughipour; Natalia Stakhanova; Farzaneh Abazari; Bahman Sistany (SEC, 2022)

HTTPFuzz: Web Server Fingerprinting with HTTP Request Fuzzing. - Animesh Kar; Andrei Natadze; Enrico Branca; Natalia Stakhanova (SECRYPT, 2022)

Language and Platform Independent Attribution of Heterogeneous Code. - Farzaneh Abazari; Enrico Branca; Evgeniya Novikova; Natalia Stakhanova (SecureComm, 2022)

Automated Security Assessment Framework for Wearable BLE-enabled Health Monitoring Devices. - Ghazale Amel Zendehdel; Ratinder Kaur; Inderpreet Chopra; Natalia Stakhanova; Erik J. Scheme (ACM Trans. Internet Techn., 2022)

Guest Editorial: Special Issue on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part I. - Nur Zincir-Heywood; Robert Birke; Elias Bou-Harb; Giuliano Casale; Khalil El-Khatib; Takeru Inoue; Neeraj Kumar 001; Hanan Lutfiyya; Deepak Puthal; Abdallah Shami; Natalia Stakhanova; Farhana H. Zulkernine (IEEE Trans. Netw. Serv. Manag., 2022)

Exploiting Android Browser. - Animesh Kar; Natalia Stakhanova (CANS, 2023)

Detecting Overlay Attacks in Android. - Animesh Kar; Natalia Stakhanova; Enrico Branca (EUSPN/ICTH, 2023)

Enhancing Code Security Through Open-Source Large Language Models: A Comparative Study. - Norah Ridley; Enrico Branca; Jadyn Kimber; Natalia Stakhanova (FPS (1), 2023)

Certificate Reuse in Android Applications. - Fatemeh Nezhadian; Enrico Branca; Natalia Stakhanova (ISC, 2023)

Learning AI Coding Style for Software Plagiarism Detection. - Sri Haritha Ambati; Natalia Stakhanova; Enrico Branca (SecureComm (2), 2023)

Investigating Software Developers' Challenges for Android Permissions in Stack Overflow. - Sahrima Jannat Oishwee; Natalia Stakhanova; Zadia Codabux (CoRR, 2023)

Data Provenance in Security and Privacy. - Bofeng Pan; Natalia Stakhanova; Suprio Ray (ACM Comput. Surv., 2023)

Dataset Characteristics for Reliable Code Authorship Attribution. - Farzaneh Abazari; Enrico Branca; Norah Ridley; Natalia Stakhanova; Mila Dalla Preda (IEEE Trans. Dependable Secur. Comput., 2023)

Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part II. - Nur Zincir-Heywood; Robert Birke; Elias Bou-Harb; Giuliano Casale; Khalil El-Khatib; Takeru Inoue; Neeraj Kumar 001; Hanan Lutfiyya; Deepak Puthal; Abdallah Shami; Natalia Stakhanova; Farhana H. Zulkernine (IEEE Trans. Netw. Serv. Manag., 2023)

Navigating (in)Security of AI-Generated Code. - Sri Haritha Ambati; Norah Ridley; Enrico Branca; Natalia Stakhanova (CSR, 2024)

Decoding Android Permissions: A Study of Developer Challenges and Solutions on Stack Overflow. - Sahrima Jannat Oishwee; Zadia Codabux; Natalia Stakhanova (ESEM, 2024)

A Systematic Evaluation of Non-SDK Interface Restrictions in Android: Bridging the Gap Between Guidelines and Practice. - George Silva; Norah Ridley; Enrico Branca; Natalia Stakhanova (FPS (1), 2024)

Adversarial Analysis of Software Composition Analysis Tools. - Ekaterina Ivanova; Natalia Stakhanova; Bahman Sistany (ISC (2), 2024)

Large Language Model vs. Stack Overflow in Addressing Android Permission Related Challenges. - Sahrima Jannat Oishwee; Natalia Stakhanova; Zadia Codabux (MSR, 2024)

EtherShield: Time-interval Analysis for Detection of Malicious Behavior on Ethereum. - Bofeng Pan; Natalia Stakhanova; Zhongwen Zhu (ACM Trans. Internet Techn., 2024)

Measuring and Characterizing (Mis)compliance of the Android Permission System. - Anna Barzolevskaia; Enrico Branca; Natalia Stakhanova (IEEE Trans. Software Eng., 2024)

Authenticated Range Querying of Historical Blockchain Healthcare Data Using Authenticated Multi-Version Index. - Shlomi Linoy; Suprio Ray; Natalia Stakhanova; Erik J. Scheme (Distributed Ledger Technol. Res. Pract., 2024)

Guest Editorial: Special section on Networks, Systems, and Services Operations and Management Through Intelligence. - Nur Zincir-Heywood; Robert Birke; Elias Bou-Harb; Takeru Inoue; Neeraj Kumar 001; Hanan Lutfiyya; Deepak Puthal; Abdallah Shami; Natalia Stakhanova (IEEE Trans. Netw. Serv. Manag., 2024)

More Than You Signed Up For: Exposing Gaps in the Validation of Android's App Signing. - Norah Ridley; Enrico Branca; Natalia Stakhanova (DIMVA (2), 2025)

Measuring and Characterizing Propagation of Reuse RSA Certificates and Keys Across PKI Ecosystem. - Fatemeh Nezhadian; Enrico Branca; Anna Barzolevskaia; Andrei Natadze; Natalia Stakhanova (IEEE Trans. Netw., 2025)

An End to End Analysis of Crypto Scams on Ethereum. - Jadyn Kimber; Enrico Branca; Andrei Natadze; Natalia Stakhanova (ACM Trans. Internet Techn., 2025)