Natalia Stakhanova

According to our database, Natalia Stakhanova authored at least 60 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

EtherShield: Time-interval Analysis for Detection of Malicious Behavior on Ethereum.

Bofeng Pan, Natalia Stakhanova, Zhongwen Zhu

ACM Trans. Internet Techn., February, 2024

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, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova, Farhana H. Zulkernine

IEEE Trans. Netw. Serv. Manag., June, 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

Data Provenance in Security and Privacy.

Bofeng Pan, Natalia Stakhanova, Suprio Ray

ACM Comput. Surv., 2023

Investigating Software Developers' Challenges for Android Permissions in Stack Overflow.

Shahrima Jannat Oishwee, Natalia Stakhanova, Zadia Codabux

CoRR, 2023

Certificate Reuse in Android Applications.

Fatemeh Nezhadian, Enrico Branca, Natalia Stakhanova

Proceedings of the Information Security - 26th International Conference, 2023

Exploiting Android Browser.

Animesh Kar, Natalia Stakhanova

Proceedings of the Cryptology and Network Security - 22nd International Conference, 2023

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, Hanan Lutfiyya, Deepak Puthal, Abdallah Shami, Natalia Stakhanova, Farhana H. Zulkernine

IEEE Trans. Netw. Serv. Manag., December, 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

Language and Platform Independent Attribution of Heterogeneous Code.

Farzaneh Abazari, Enrico Branca, Evgeniya Novikova, Natalia Stakhanova

Proceedings of the Security and Privacy in Communication Networks, 2022

HTTPFuzz: Web Server Fingerprinting with HTTP Request Fuzzing.

Animesh Kar, Andrei Natadze, Enrico Branca, Natalia Stakhanova

Proceedings of the 19th International Conference on Security and Cryptography, 2022

AndroClonium: Bytecode-Level Code Clone Detection for Obfuscated Android Apps.

Ardalan Foroughipour, Natalia Stakhanova, Farzaneh Abazari, Bahman Sistany

Proceedings of the ICT Systems Security and Privacy Protection, 2022

Authenticated Multi-Version Index for Blockchain-based Range Queries on Historical Data.

Shlomi Linoy, Suprio Ray, Natalia Stakhanova

Proceedings of the IEEE International Conference on Blockchain, 2022

Analysis and prediction of web proxies misbehavior.

Zahra Nezhadian, Enrico Branca, Natalia Stakhanova

Proceedings of the ARES 2022: The 17th International Conference on Availability, Reliability and Security, Vienna,Austria, August 23, 2022

2021

Github Dataset for Authorship Attribution.

Farzaneh Abazari, Enrico Branca, Norah Ridley, Natalia Stakhanova, Mila Dalla Preda

Dataset, October, 2021

De-anonymizing Ethereum blockchain smart contracts through code attribution.

Shlomi Linoy, Natalia Stakhanova, Suprio Ray

Int. J. Netw. Manag., 2021

Origin Attribution of RSA Public Keys.

Enrico Branca, Farzaneh Abazari, Ronald Rivera Carranza, Natalia Stakhanova

Proceedings of the Security and Privacy in Communication Networks, 2021

EtherProv: Provenance-Aware Detection, Analysis, and Mitigation of Ethereum Smart Contract Security Issues.

Shlomi Linoy, Suprio Ray, Natalia Stakhanova

Proceedings of the 2021 IEEE International Conference on Blockchain, 2021

2020

Towards Eidetic Blockchain Systems with Enhanced Provenance.

Shlomi Linoy, Suprio Ray, Natalia Stakhanova

Proceedings of the 36th IEEE International Conference on Data Engineering Workshops, 2020

2019

Code Authorship Attribution: Methods and Challenges.

Vaibhavi Kalgutkar, Ratinder Kaur, Hugo Gonzalez, Natalia Stakhanova, Alina Matyukhina

ACM Comput. Surv., 2019

Adversarial Authorship Attribution in Open-Source Projects.

Alina Matyukhina, Natalia Stakhanova, Mila Dalla Preda, Celine Perley

Proceedings of the Ninth ACM Conference on Data and Application Security and Privacy, 2019

Exploring Ethereum's Blockchain Anonymity Using Smart Contract Code Attribution.

Shlomi Linoy, Natalia Stakhanova, Alina Matyukhina

Proceedings of the 15th International Conference on Network and Service Management, 2019

Scalable Privacy-Preserving Query Processing over Ethereum Blockchain.

Shlomi Linoy, Hassan Mahdikhani, Suprio Ray, Rongxing Lu, Natalia Stakhanova, Ali A. Ghorbani

Proceedings of the IEEE International Conference on Blockchain, 2019

PoliDOM: Mitigation of DOM-XSS by Detection and Prevention of Unauthorized DOM Tampering.

Junaid Iqbal, Ratinder Kaur, Natalia Stakhanova

Proceedings of the 14th International Conference on Availability, Reliability and Security, 2019

2018

Understanding Android Financial MalwareAttacks: Taxonomy, Characterization, and Challenges.

Andi Fitriah Abdul Kadir, Natalia Stakhanova, Ali A. Ghorbani

J. Cyber Secur. Mobil., 2018

Unmasking Android Obfuscation Tools Using Spatial Analysis.

Ratinder Kaur, Ye Ning, Hugo Gonzalez, Natalia Stakhanova

Proceedings of the 16th Annual Conference on Privacy, Security and Trust, 2018

A Security Assessment of HCE-NFC Enabled E-Wallet Banking Android Apps.

Ratinder Kaur, Yan Li, Junaid Iqbal, Hugo Gonzalez, Natalia Stakhanova

Proceedings of the 2018 IEEE 42nd Annual Computer Software and Applications Conference, 2018

Authorship Attribution of Android Apps.

Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani

Proceedings of the Eighth ACM Conference on Data and Application Security and Privacy, 2018

Android authorship attribution through string analysis.

Vaibhavi Kalgutkar, Natalia Stakhanova, Paul Cook, Alina Matyukhina

Proceedings of the 13th International Conference on Availability, Reliability and Security, 2018

2017

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

Comput. Networks, 2017

2016

Measuring code reuse in Android apps.

Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani

Proceedings of the 14th Annual Conference on Privacy, Security and Trust, 2016

Detecting Malicious URLs Using Lexical Analysis.

Mohammad Saiful Islam Mamun, Mohammad Ahmad Rathore, Arash Habibi Lashkari, Natalia Stakhanova, Ali A. Ghorbani

Proceedings of the Network and System Security - 10th International Conference, 2016

2015

Application-layer denial of service attacks: taxonomy and survey.

Georgios Mantas, Natalia Stakhanova, Hugo Gonzalez, Hossein Hadian Jazi, Ali A. Ghorbani

Int. J. Inf. Comput. Secur., 2015

Android Botnets: What URLs are Telling Us.

Andi Fitriah Abdul Kadir, Natalia Stakhanova, Ali Akbar Ghorbani

Proceedings of the Network and System Security - 9th International Conference, 2015

An Entropy Based Encrypted Traffic Classifier.

Mohammad Saiful Islam Mamun, Ali A. Ghorbani, Natalia Stakhanova

Proceedings of the Information and Communications Security - 17th International Conference, 2015

Exploring reverse engineering symptoms in Android apps.

Hugo Gonzalez, Andi A. Kadir, Natalia Stakhanova, Abdullah J. Alzahrani, Ali A. Ghorbani

Proceedings of the Eighth European Workshop on System Security, 2015

Enriching reverse engineering through visual exploration of Android binaries.

Ashutosh Jain, Hugo Gonzalez, Natalia Stakhanova

Proceedings of the 5th Program Protection and Reverse Engineering Workshop, 2015

A Performance Evaluation of Hash Functions for IP Reputation Lookup Using Bloom Filters.

Marc Antoine Gosselin-Lavigne, Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani

Proceedings of the 10th International Conference on Availability, Reliability and Security, 2015

2014

DroidKin: Lightweight Detection of Android Apps Similarity.

Hugo Gonzalez, Natalia Stakhanova, Ali A. Ghorbani

Proceedings of the International Conference on Security and Privacy in Communication Networks, 2014

Towards effective feature selection in machine learning-based botnet detection approaches.

Elaheh Biglar Beigi Samani, Hossein Hadian Jazi, Natalia Stakhanova, Ali A. Ghorbani

Proceedings of the IEEE Conference on Communications and Network Security, 2014

Probing the Limits of Virtualized Software Protection.

Joshua Cazalas, Jeffrey Todd McDonald, Todd R. Andel, Natalia Stakhanova

Proceedings of the 4th Program Protection and Reverse Engineering Workshop, 2014

2013

Detecting machine-morphed malware variants via engine attribution.

Radhouane Chouchane, Natalia Stakhanova, Andrew Walenstein, Arun Lakhotia

J. Comput. Virol. Hacking Tech., 2013

2012

Towards cost-sensitive assessment of intrusion response selection.

Natalia Stakhanova, Chris Strasburg, Samik Basu, Johnny S. Wong

J. Comput. Secur., 2012

2011

Exploring network-based malware classification.

Natalia Stakhanova, Mathieu Couture, Ali A. Ghorbani

Proceedings of the 6th International Conference on Malicious and Unwanted Software, 2011

2010

Toward Credible Evaluation of Anomaly-Based Intrusion-Detection Methods.

Mahbod Tavallaee, Natalia Stakhanova, Ali A. Ghorbani

IEEE Trans. Syst. Man Cybern. Part C, 2010

On the symbiosis of specification-based and anomaly-based detection.

Natalia Stakhanova, Samik Basu, Johnny Wong

Comput. Secur., 2010

Selective Regular Expression Matching.

Natalia Stakhanova, Hanli Ren, Ali A. Ghorbani

Proceedings of the Information Security - 13th International Conference, 2010

Managing intrusion detection rule sets.

Natalia Stakhanova, Ali A. Ghorbani

Proceedings of the Third European Workshop on System Security, 2010

An Online Adaptive Approach to Alert Correlation.

Hanli Ren, Natalia Stakhanova, Ali A. Ghorbani

Proceedings of the Detection of Intrusions and Malware, 2010

2009

A Framework for Cost Sensitive Assessment of Intrusion Response Selection.

Chris Strasburg, Natalia Stakhanova, Samik Basu, Johnny S. Wong

Proceedings of the 33rd Annual IEEE International Computer Software and Applications Conference, 2009

Intrusion response cost assessment methodology.

Chris Strasburg, Natalia Stakhanova, Samik Basu, Johnny S. Wong

Proceedings of the 2009 ACM Symposium on Information, 2009

2008

On Evaluation of Response Cost for Intrusion Response Systems.

Natalia Stakhanova, Chris Strasburg, Samik Basu, Johnny S. Wong

Proceedings of the Recent Advances in Intrusion Detection, 11th International Symposium, 2008

A Behavioral Model of Ideologically-motivated "Snowball" Attacks.

Natalia Stakhanova, Oleg Stakhanov, Ali A. Ghorbani

Proceedings of the The Third International Conference on Availability, 2008

2007

A taxonomy of intrusion response systems.

Natalia Stakhanova, Samik Basu, Johnny Wong

Int. J. Inf. Comput. Secur., 2007

Software fault tree and coloured Petri net-based specification, design and implementation of agent-based intrusion detection systems.

Guy G. Helmer, Johnny Wong, Mark Slagell, Vasant G. Honavar, Les Miller, Yanxin Wang, Xia Wang, Natalia Stakhanova

Int. J. Inf. Comput. Secur., 2007

Specification Synthesis for Monitoring and Analysis of MANET Protocols.

Natalia Stakhanova, Samik Basu, Wensheng Zhang, Xia Wang, Johnny Wong

Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

A Cost-Sensitive Model for Preemptive Intrusion Response Systems.

Natalia Stakhanova, Samik Basu, Johnny Wong

Proceedings of the 21st International Conference on Advanced Information Networking and Applications (AINA 2007), 2007

2006

Automated Caching of Behavioral Patterns for Efficient Run-Time Monitoring.

Natalia Stakhanova, Samik Basu, Robyn R. Lutz, Johnny Wong

Proceedings of the Second International Symposium on Dependable Autonomic and Secure Computing (DASC 2006), 29 September, 2006

2005

Trust Framework for P2P Networks Using Peer-Profile Based Anomaly Technique.

Natalia Stakhanova, Samik Basu, Johnny Wong, Oleg Stakhanov

Proceedings of the 25th International Conference on Distributed Computing Systems Workshops (ICDCS 2005 Workshops), 2005

2004

A Reputation-based Trust Management in Peer-to-Peer Network Systems.

Natalia Stakhanova, Sergio Ferrero, Johnny S. Wong, Ying Cai

Proceedings of the ISCA 17th International Conference on Parallel and Distributed Computing Systems, 2004