Categorizing Web pages on the subject of neural networks. - Natalija Vlajic; Howard C. Card (J. Netw. Comput. Appl., 1998)

An adaptive neural network approach to hypertext clustering. - Natalija Vlajic; Howard C. Card (IJCNN, 1999)

Image-Compression for Wireless World Wide Web Browsing: A Neural Network Approach. - Natalija Vlajic; Thomas Kunz; Howard C. Card (IJCNN (1), 2000)

Vector quantization of images using modified adaptive resonance algorithm for hierarchical clustering. - Natalija Vlajic; Howard C. Card (IEEE Trans. Neural Networks, 2001)

Wireless data broadcast in systems of hierarchical cellular organization. - Natalija Vlajic; Charalambos D. Charalambous; Dimitrios Makrakis (ICC, 2003)

Performance aspects of data broadcast in wireless networks with user retrials. - Natalija Vlajic; Charalambos D. Charalambous; Dimitrios Makrakis (IEEE/ACM Trans. Netw., 2004)

Analytical and Simulation Based Evaluation of Wireless-to-Wireline TCP-SYN Attacks. - Ting Xue; Natalija Vlajic (CCECE, 2006)

Wireless Sensor Networks: To Cluster or Not To Cluster?. - Natalija Vlajic; David Xia (WOWMOM, 2006)

Near-Optimal Node Clustering in Wireless sensor Networks for Environment Monitoring. - Dawei Xia; Natalija Vlajic (AINA, 2007)

Comprehensive Study of Node Clustering in Wireless Sensor Networks for Environment Monitoring. - Dawei Xia; Natalija Vlajic (Ad Hoc Sens. Wirel. Networks, 2007)

Performance of IEEE 802.15.4 in wireless sensor networks with a mobile sink implementing various mobility strategies. - Dusan Stevanovic; Natalija Vlajic (LCN, 2008)

A Simulation-Based Performance Analysis of Various Multipath Routing Techniques in ZigBee Sensor Networks. - George Spanogiannopoulos; Natalija Vlajic; Dusan Stevanovic (ADHOCNETS, 2009)

Sink mobility in wireless sensor networks: a (mis)match between theory and practice. - Natalija Vlajic; Dusan Stevanovic (IWCMC, 2009)

Detecting Web Crawlers from Web Server Access Logs with Data Mining Classifiers. - Dusan Stevanovic; Aijun An; Natalija Vlajic (ISMIS, 2011)

Strategies for improving performance of IEEE 802.15.4/ZigBee WSNs with path-constrained mobile sink(s). - Natalija Vlajic; Dusan Stevanovic; George Spanogiannopoulos (Comput. Commun., 2011)

Unsupervised Clustering of Web Sessions to Detect Malicious and Non-malicious Website Users. - Dusan Stevanovic; Natalija Vlajic; Aijun An (ANT/MobiWIS, 2011)

Dirt Jumper: A key player in today's botnet-for-DDoS market. - Maria Angel Marquez Andrade; Natalija Vlajic (WorldCIS, 2012)

Smart crawlers for flash-crowd DDoS: The attacker's perspective. - Dimitry Drinfeld; Natalija Vlajic (WorldCIS, 2012)

VLUS: Visual location-based URL screening tool for improved WWW security. - Alex Naumov; Natalija Vlajic; Hamzeh Roumani (WorldCIS, 2012)

Feature evaluation for web crawler detection with data mining techniques. - Dusan Stevanovic; Aijun An; Natalija Vlajic (Expert Syst. Appl., 2012)

The Role of DNS TTL Values in Potential DDoS Attacks: What Do the Major Banks Know About It? - Natalija Vlajic; Maria Angel Marquez Andrade; Uyen Trang Nguyen (ANT/MobiWIS, 2012)

Detection of malicious and non-malicious website visitors using unsupervised neural network learning. - Dusan Stevanovic; Natalija Vlajic; Aijun An (Appl. Soft Comput., 2013)

Application-layer DDoS in dynamic Web-domains: Building defenses against next-generation attack behavior. - Dusan Stevanovic; Natalija Vlajic (CNS, 2014)

Web bugs in the cloud: Feasibility study of a new form of EDoS attack. - Natalija Vlajic; Armin Slopek (GLOBECOM Workshops, 2014)

Performance and economies of 'bot-less' application-layer DDoS attacks. - Natalija Vlajic; Armin Slopek (ICITST, 2014)

Next Generation Application-Layer DDoS Defences: Applying the Concepts of Outlier Detection in Data Streams with Concept Drift. - Dusan Stevanovic; Natalija Vlajic (ICMLA, 2014)

Web bots that mimic human browsing behavior on previously unvisited web-sites: Feasibility study and security implications. - Y. Yang; Natalija Vlajic; Uyen Trang Nguyen (CNS, 2015)

Next Generation of Impersonator Bots: Mimicking Human Browsing on Previously Unvisited Sites. - Yang Yang; Natalija Vlajic; Uyen Trang Nguyen (CSCloud, 2015)

Towards sequencing malicious system calls. - Pooria Madani; Natalija Vlajic (CNS, 2016)

Resource Hints in HTML5: A New Pandora's Box of Security Nightmares. - Natalija Vlajic; Xue Ying Shi; Hamzeh Roumani; Pooria Madani (ARES, 2017)

Current state of client-side extensions aimed at protecting against CSRF-like attacks. - Marmara El Masri; Natalija Vlajic (CNS, 2017)

Rethinking the Use of Resource Hints in HTML5: Is Faster Always Better!? - Xue Ying Shi; Natalija Vlajic; Hamzeh Roumani; Pooria Madani (J. Cyber Secur. Mobil., 2017)

Can Browser Add-Ons Protect Your Children from Online Tracking? - Zachary Matthews; Natalija Vlajic (CCS, 2018)

Online Tracking of Kids and Teens by Means of Invisible Images: COPPA vs. GDPR. - Natalija Vlajic; Marmara El Masri; Gianluigi M. Riva; Marguerite Barry; Derek Doran (MPS@CCS, 2018)

Robustness of deep autoencoder in intrusion detection under adversarial contamination. - Pooria Madani; Natalija Vlajic (HotSoS, 2018)

IoT Cameras and DVRs as DDoS Reflectors: Pros and Cons from Hacker's Perspective. - Natalija Vlajic; Daiwei Zhou; Jonathan Tung (ICII, 2018)

Malwareless Web-Analytics Pollution (MWAP): A Very Simple Yet Invincible Attack. - Natalija Vlajic; Shun-Nam Wilson Chow; Xavon Charles (CBI (2), 2018)

IoT as a Land of Opportunity for DDoS Hackers. - Natalija Vlajic; Daiwei Zhou (Computer, 2018)

Near-optimal Evasion of Randomized Convex-inducing Classifiers in Adversarial Environments. - Pooria Madani; Natalija Vlajic (ARES, 2019)

IP Spoofing In and Out of the Public Cloud: From Policy to Practice. - Natalija Vlajic; Mashruf Chowdhury; Marin Litoiu (Comput., 2019)

MAC-Layer Spoofing Detection and Prevention in IoT Systems: Randomized Moving Target Approach. - Pooria Madani; Natalija Vlajic; Shadi Sadeghpour (CPSIOTSEC@CCS, 2020)

Unsupervised ML Based Detection of Malicious Web Sessions with Automated Feature Selection: Design and Real-World Validation. - Shadi Sadeghpour; Natalija Vlajic; Pooria Madani; Dusan Stevanovic (CCNC, 2021)

Mozi IoT Malware and Its Botnets: From Theory To Real-World Observations. - Josh Sahota; Natalija Vlajic (CSCI, 2021)

Click Fraud in Digital Advertising: A Comprehensive Survey. - Shadi Sadeghpour; Natalija Vlajic (Comput., 2021)

RSSI-Based MAC-Layer Spoofing Detection: Deep Learning Approach. - Pooria Madani; Natalija Vlajic (J. Cybersecur. Priv., 2021)

Ads and Fraud: A Comprehensive Survey of Fraud in Online Advertising. - Shadi Sadeghpour; Natalija Vlajic (J. Cybersecur. Priv., 2021)

Effective Segmentation of RSSI Timeseries Produced by Stationary IoT Nodes: Comparative Study. - Pooria Madani; Natalija Vlajic (ADIoT, 2022)

Poster: ReMouse Dataset: Measuring Similarity of Human-Generated Trajectories as an Important Step in Dealing with Session-Replay Bots. - Shadi Sadeghpour; Natalija Vlajic (CCS, 2022)

Real World Snapshot of Trends in IoT Device and Protocol Deployment: IEEE CNS 22 Poster. - Daniel Brown; Gabriele Cianfarani; Natalija Vlajic (CNS, 2022)

Survey of Remote TLS Vulnerability Scanning Tools and Snapshot of TLS Use in Banking Sector. - Jay Chung; Natalija Vlajic (CNS, 2022)

Randomized Moving Target Approach for MAC-Layer Spoofing Detection and Prevention in IoT Systems. - Pooria Madani; Natalija Vlajic; Ivo Maljevic (DTRAP, 2022)

ReMouse - mouse dynamic dataset. - Shadi Sadeghpour; Natalija Vlajic (IEEE DataPort, 2022)

Analysis of Novel Mouse Dynamics Dataset with Repeat Sessions: Helpful Observations for Tackling Session-Replay Bot. - Shadi Sadeghpour; Natalija Vlajic (CCNC, 2023)

RanABD: MTD-Based Technique for Detection of Advanced Session-Replay Web Bots. - Shadi Sadeghpour; Natalija Vlajic (MTD@CCS, 2023)

PIRAT - Tool for Automated Cyber-risk Assessment of PLC Components & Systems Deploying NVD CVE & MITRE ATT&CK Databases. - Natalija Vlajic; Stefan Petrovic; Gabriele Cianfarani (ICCPS, 2023)

Poster: Novel Client-Side Watermarking Technique for Tor User De-Anonymization. - Natalija Vlajic; Daniel Brown (IMC, 2023)

ReMouse Dataset: On the Efficacy of Measuring the Similarity of Human-Generated Trajectories for the Detection of Session-Replay Bots. - Shadi Sadeghpour; Natalija Vlajic (J. Cybersecur. Priv., 2023)

Guest Editorial: Security of Communication Protocols in Industrial Control Systems (ICSs). - Natalija Vlajic; Jelena Mirkovic; Robert Noce (IEEE Commun. Mag., 2023)

Novel Approach to Tor User De-Anonymization: Client-Side Generated Watermark. - Daniel Brown; Natalija Vlajic (CSR, 2024)

ReBotDetector: A Detection Model with LSTM Feature Extractor for Session-Replay Web Bot Attacks. - Shadi Sadeghpour; Natalija Vlajic (CSR, 2024)

Data Siphoning in ICSs: Attack Tree and Role of Cryptoperiods. - Natalija Vlajic; Gabriele Cianfarani; Robert Noce (CSR, 2024)

Risk-Based Methodology for Optimal Cryptoperiod Calculation in ICSs Under Data Siphoning Attack. - Natalija Vlajic; Gabriele Cianfarani (RICSS@CCS, 2024)

Novel Color Coded MITRE ATT&CK Inspired Attack Tree Modeling: Application in ICSs. - Natalija Vlajic; Melina Najimi; Milos Stojadinovic (COMPSAC, 2025)

Merging Attack Trees and MITRE ATT&CK Tactics for More Effective Attack Modeling. - Natalija Vlajic; Melina Hajimi; Milos Stojadinovic (ISDFS, 2025)

Automated Risk-Based Cryptoperiod Calculation in ICSs: Analytical Framework and Software Tool. - Gabriele Cianfarani; Natalija Vlajic; Robert Noce (Secur. Priv., 2025)