Natalia Stakhanova

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 36

Top Topics

Android Application

Authorship Attribution

Special Section

Top Venues

IEEE Trans. Netw. Serv. Manag.

Publications

Shahrima Jannat Oishwee, Natalia Stakhanova, Zadia Codabux
Large Language Model vs. Stack Overflow in Addressing Android Permission Related Challenges. MSR (2024)
Bofeng Pan, Natalia Stakhanova, Zhongwen Zhu
EtherShield: Time-interval Analysis for Detection of Malicious Behavior on Ethereum. ACM Trans. Internet Techn. 24 (1) (2024)
Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova
Guest Editorial: Special section on Networks, Systems, and Services Operations and Management Through Intelligence. IEEE Trans. Netw. Serv. Manag. 21 (3) (2024)
Shlomi Linoy, Suprio Ray, Natalia Stakhanova, Erik J. Scheme
Authenticated Range Querying of Historical Blockchain Healthcare Data Using Authenticated Multi-Version Index. Distributed Ledger Technol. Res. Pract. 3 (2) (2024)
Anna Barzolevskaia, Enrico Branca, Natalia Stakhanova
Measuring and Characterizing (Mis)compliance of the Android Permission System. IEEE Trans. Software Eng. 50 (4) (2024)
Bofeng Pan, Natalia Stakhanova, Suprio Ray
Data Provenance in Security and Privacy. ACM Comput. Surv. 55 (14s) (2023)
Farzaneh Abazari, Enrico Branca, Norah Ridley, Natalia Stakhanova, Mila Dalla Preda
Dataset Characteristics for Reliable Code Authorship Attribution. IEEE Trans. Dependable Secur. Comput. 20 (1) (2023)
Animesh Kar, Natalia Stakhanova
Exploiting Android Browser. CANS (2023)
Fatemeh Nezhadian, Enrico Branca, Natalia Stakhanova
Certificate Reuse in Android Applications. ISC (2023)
Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Giuliano Casale, Khalil El-Khatib, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova, Farhana H. Zulkernine
Guest Editorial: Special Section on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part II. IEEE Trans. Netw. Serv. Manag. 20 (2) (2023)
Norah Ridley, Enrico Branca, Jadyn Kimber, Natalia Stakhanova
Enhancing Code Security Through Open-Source Large Language Models: A Comparative Study. FPS (1) (2023)
Shahrima Jannat Oishwee, Natalia Stakhanova, Zadia Codabux
Investigating Software Developers' Challenges for Android Permissions in Stack Overflow. CoRR (2023)
Farzaneh Abazari, Enrico Branca, Evgeniya Novikova, Natalia Stakhanova
Language and Platform Independent Attribution of Heterogeneous Code. SecureComm (2022)
Animesh Kar, Andrei Natadze, Enrico Branca, Natalia Stakhanova
HTTPFuzz: Web Server Fingerprinting with HTTP Request Fuzzing. SECRYPT (2022)
Zahra Nezhadian, Enrico Branca, Natalia Stakhanova
Analysis and prediction of web proxies misbehavior. ARES (2022)
Ardalan Foroughipour, Natalia Stakhanova, Farzaneh Abazari, Bahman Sistany
AndroClonium: Bytecode-Level Code Clone Detection for Obfuscated Android Apps. SEC (2022)
Nur Zincir-Heywood, Robert Birke, Elias Bou-Harb, Giuliano Casale, Khalil El-Khatib, Takeru Inoue, Neeraj Kumar, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova, Farhana H. Zulkernine
Guest Editorial: Special Issue on Machine Learning and Artificial Intelligence for Managing Networks, Systems, and Services - Part I. IEEE Trans. Netw. Serv. Manag. 19 (4) (2022)
Ghazale Amel Zendehdel, Ratinder Kaur, Inderpreet Chopra, Natalia Stakhanova, Erik J. Scheme
Automated Security Assessment Framework for Wearable BLE-enabled Health Monitoring Devices. ACM Trans. Internet Techn. 22 (1) (2022)
Shlomi Linoy, Suprio Ray, Natalia Stakhanova
Authenticated Multi-Version Index for Blockchain-based Range Queries on Historical Data. Blockchain (2022)
Enrico Branca, Farzaneh Abazari, Ronald Rivera Carranza, Natalia Stakhanova
Origin Attribution of RSA Public Keys. SecureComm (1) (2021)
Shlomi Linoy, Natalia Stakhanova, Suprio Ray
De-anonymizing Ethereum blockchain smart contracts through code attribution. Int. J. Netw. Manag. 31 (1) (2021)
Shlomi Linoy, Suprio Ray, Natalia Stakhanova
EtherProv: Provenance-Aware Detection, Analysis, and Mitigation of Ethereum Smart Contract Security Issues. Blockchain (2021)
Shlomi Linoy, Suprio Ray, Natalia Stakhanova
Towards Eidetic Blockchain Systems with Enhanced Provenance. ICDE Workshops (2020)
Shlomi Linoy, Natalia Stakhanova, Alina Matyukhina
Exploring Ethereum's Blockchain Anonymity Using Smart Contract Code Attribution. CNSM (2019)
Alina Matyukhina, Natalia Stakhanova, Mila Dalla Preda, Celine Perley
Adversarial Authorship Attribution in Open-Source Projects. CODASPY (2019)
Junaid Iqbal, Ratinder Kaur, Natalia Stakhanova
PoliDOM: Mitigation of DOM-XSS by Detection and Prevention of Unauthorized DOM Tampering. ARES (2019)
Vaibhavi Kalgutkar, Ratinder Kaur, Hugo Gonzalez, Natalia Stakhanova, Alina Matyukhina
Code Authorship Attribution: Methods and Challenges. ACM Comput. Surv. 52 (1) (2019)
Shlomi Linoy, Hassan Mahdikhani, Suprio Ray, Rongxing Lu, Natalia Stakhanova, Ali A. Ghorbani
Scalable Privacy-Preserving Query Processing over Ethereum Blockchain. Blockchain (2019)
Ratinder Kaur, Ye Ning, Hugo Gonzalez, Natalia Stakhanova
Unmasking Android Obfuscation Tools Using Spatial Analysis. PST (2018)
Ratinder Kaur, Yan Li, Junaid Iqbal, Hugo Gonzalez, Natalia Stakhanova
A Security Assessment of HCE-NFC Enabled E-Wallet Banking Android Apps. COMPSAC (2) (2018)
Vaibhavi Kalgutkar, Natalia Stakhanova, Paul Cook, Alina Matyukhina
Android authorship attribution through string analysis. ARES (2018)
Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani
Authorship Attribution of Android Apps. CODASPY (2018)
Andi Fitriah Abdul Kadir, Natalia Stakhanova, Ali A. Ghorbani
Understanding Android Financial MalwareAttacks: Taxonomy, Characterization, and Challenges. J. Cyber Secur. Mobil. 7 (3) (2018)
Hossein Hadian Jazi, Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani
Detecting HTTP-based application layer DoS attacks on web servers in the presence of sampling. Comput. Networks 121 (2017)
Mohammad Saiful Islam Mamun, Mohammad Ahmad Rathore, Arash Habibi Lashkari, Natalia Stakhanova, Ali A. Ghorbani
Detecting Malicious URLs Using Lexical Analysis. NSS (2016)
Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani
Measuring code reuse in Android apps. PST (2016)
Mohammad Saiful Islam Mamun, Ali A. Ghorbani, Natalia Stakhanova
An Entropy Based Encrypted Traffic Classifier. ICICS (2015)
Georgios Mantas, Natalia Stakhanova, Hugo Gonzalez, Hossein Hadian Jazi, Ali A. Ghorbani
Application-layer denial of service attacks: taxonomy and survey. Int. J. Inf. Comput. Secur. 7 (2/3/4) (2015)
Andi Fitriah Abdul Kadir, Natalia Stakhanova, Ali Akbar Ghorbani
Android Botnets: What URLs are Telling Us. NSS (2015)
Hugo Gonzalez, Andi A. Kadir, Natalia Stakhanova, Abdullah J. Alzahrani, Ali A. Ghorbani
Exploring reverse engineering symptoms in Android apps. EUROSEC (2015)
Ashutosh Jain, Hugo Gonzalez, Natalia Stakhanova
Enriching reverse engineering through visual exploration of Android binaries. PPREW@ACSAC (2015)
Marc Antoine Gosselin-Lavigne, Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani
A Performance Evaluation of Hash Functions for IP Reputation Lookup Using Bloom Filters. ARES (2015)
Elaheh Biglar Beigi Samani, Hossein Hadian Jazi, Natalia Stakhanova, Ali A. Ghorbani
Towards effective feature selection in machine learning-based botnet detection approaches. CNS (2014)
Joshua Cazalas, Jeffrey Todd McDonald, Todd R. Andel, Natalia Stakhanova
Probing the Limits of Virtualized Software Protection. PPREW@ACSAC (2014)
Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani
DroidKin: Lightweight Detection of Android Apps Similarity. SecureComm (1) (2014)
Radhouane Chouchane, Natalia Stakhanova, Andrew Walenstein, Arun Lakhotia
Detecting machine-morphed malware variants via engine attribution. J. Comput. Virol. Hacking Tech. 9 (3) (2013)
Natalia Stakhanova, Chris Strasburg, Samik Basu, Johnny S. Wong
Towards cost-sensitive assessment of intrusion response selection. J. Comput. Secur. 20 (2-3) (2012)
Natalia Stakhanova, Mathieu Couture, Ali A. Ghorbani
Exploring network-based malware classification. MALWARE (2011)
Mahbod Tavallaee, Natalia Stakhanova, Ali A. Ghorbani
Toward Credible Evaluation of Anomaly-Based Intrusion-Detection Methods. IEEE Trans. Syst. Man Cybern. Part C 40 (5) (2010)
Hanli Ren, Natalia Stakhanova, Ali A. Ghorbani
An Online Adaptive Approach to Alert Correlation. DIMVA (2010)
Natalia Stakhanova, Samik Basu, Johnny Wong
On the symbiosis of specification-based and anomaly-based detection. Comput. Secur. 29 (2) (2010)
Natalia Stakhanova, Ali A. Ghorbani
Managing intrusion detection rule sets. EUROSEC (2010)
Natalia Stakhanova, Hanli Ren, Ali A. Ghorbani
Selective Regular Expression Matching. ISC (2010)
Chris Strasburg, Natalia Stakhanova, Samik Basu, Johnny S. Wong
Intrusion response cost assessment methodology. AsiaCCS (2009)
Chris Strasburg, Natalia Stakhanova, Samik Basu, Johnny S. Wong
A Framework for Cost Sensitive Assessment of Intrusion Response Selection. COMPSAC (1) (2009)
Natalia Stakhanova, Chris Strasburg, Samik Basu, Johnny S. Wong
On Evaluation of Response Cost for Intrusion Response Systems. RAID (2008)
Natalia Stakhanova, Oleg Stakhanov, Ali A. Ghorbani
A Behavioral Model of Ideologically-motivated "Snowball" Attacks. ARES (2008)
Natalia Stakhanova, Samik Basu, Wensheng Zhang, Xia Wang, Johnny Wong
Specification Synthesis for Monitoring and Analysis of MANET Protocols. AINA Workshops (1) (2007)
Guy G. Helmer, Johnny Wong, Mark Slagell, Vasant G. Honavar, Les Miller, Yanxin Wang, Xia Wang, Natalia Stakhanova
Software fault tree and coloured Petri net-based specification, design and implementation of agent-based intrusion detection systems. Int. J. Inf. Comput. Secur. 1 (1/2) (2007)
Natalia Stakhanova, Samik Basu, Johnny Wong
A Cost-Sensitive Model for Preemptive Intrusion Response Systems. AINA (2007)
Natalia Stakhanova, Samik Basu, Johnny Wong
A taxonomy of intrusion response systems. Int. J. Inf. Comput. Secur. 1 (1/2) (2007)
Natalia Stakhanova, Samik Basu, Robyn R. Lutz, Johnny Wong
Automated Caching of Behavioral Patterns for Efficient Run-Time Monitoring. DASC (2006)
Natalia Stakhanova, Samik Basu, Johnny Wong, Oleg Stakhanov
Trust Framework for P2P Networks Using Peer-Profile Based Anomaly Technique. ICDCS Workshops (2005)
Natalia Stakhanova, Sergio Ferrero, Johnny S. Wong, Ying Cai
A Reputation-based Trust Management in Peer-to-Peer Network Systems. PDCS (2004)