Natalija Vlajic

Publication Activity (10 Years)

Years Active: 1998-2023
Publications (10 Years): 30

Top Topics

Browsing Behavior

Communication Protocol

Top Venues

J. Cybersecur. Priv.

Publications

Natalija Vlajic, Jelena Mirkovic, Robert Noce
Guest Editorial: Security of Communication Protocols in Industrial Control Systems (ICSs). IEEE Commun. Mag. 61 (6) (2023)
Natalija Vlajic, Stefan Petrovic, Gabriele Cianfarani
PIRAT - Tool for Automated Cyber-risk Assessment of PLC Components & Systems Deploying NVD CVE & MITRE ATT&CK Databases. ICCPS (2023)
Shadi Sadeghpour, Natalija Vlajic
Analysis of Novel Mouse Dynamics Dataset with Repeat Sessions: Helpful Observations for Tackling Session-Replay Bot. CCNC (2023)
Natalija Vlajic, Daniel Brown
Poster: Novel Client-Side Watermarking Technique for Tor User De-Anonymization. IMC (2023)
Shadi Sadeghpour, Natalija Vlajic
ReMouse Dataset: On the Efficacy of Measuring the Similarity of Human-Generated Trajectories for the Detection of Session-Replay Bots. J. Cybersecur. Priv. 3 (1) (2023)
Shadi Sadeghpour, Natalija Vlajic
RanABD: MTD-Based Technique for Detection of Advanced Session-Replay Web Bots. MTD@CCS (2023)
Shadi Sadeghpour, Natalija Vlajic
Poster: ReMouse Dataset: Measuring Similarity of Human-Generated Trajectories as an Important Step in Dealing with Session-Replay Bots. CCS (2022)
Jay Chung, Natalija Vlajic
Survey of Remote TLS Vulnerability Scanning Tools and Snapshot of TLS Use in Banking Sector. CNS (2022)
Daniel Brown, Gabriele Cianfarani, Natalija Vlajic
Real World Snapshot of Trends in IoT Device and Protocol Deployment: IEEE CNS 22 Poster. CNS (2022)
Pooria Madani, Natalija Vlajic
Effective Segmentation of RSSI Timeseries Produced by Stationary IoT Nodes: Comparative Study. ADIoT (2022)
Josh Sahota, Natalija Vlajic
Mozi IoT Malware and Its Botnets: From Theory To Real-World Observations. CSCI (2021)
Shadi Sadeghpour, Natalija Vlajic, Pooria Madani, Dusan Stevanovic
Unsupervised ML Based Detection of Malicious Web Sessions with Automated Feature Selection: Design and Real-World Validation. CCNC (2021)
Shadi Sadeghpour, Natalija Vlajic
Ads and Fraud: A Comprehensive Survey of Fraud in Online Advertising. J. Cybersecur. Priv. 1 (4) (2021)
Shadi Sadeghpour, Natalija Vlajic
Click Fraud in Digital Advertising: A Comprehensive Survey. Comput. 10 (12) (2021)
Pooria Madani, Natalija Vlajic
RSSI-Based MAC-Layer Spoofing Detection: Deep Learning Approach. J. Cybersecur. Priv. 1 (3) (2021)
Pooria Madani, Natalija Vlajic, Shadi Sadeghpour
MAC-Layer Spoofing Detection and Prevention in IoT Systems: Randomized Moving Target Approach. CPSIOTSEC@CCS (2020)
Natalija Vlajic, Mashruf Chowdhury, Marin Litoiu
IP Spoofing In and Out of the Public Cloud: From Policy to Practice. Comput. 8 (4) (2019)
Pooria Madani, Natalija Vlajic
Near-optimal Evasion of Randomized Convex-inducing Classifiers in Adversarial Environments. ARES (2019)
Natalija Vlajic, Daiwei Zhou
IoT as a Land of Opportunity for DDoS Hackers. Computer 51 (7) (2018)
Natalija Vlajic, Shun-Nam Wilson Chow, Xavon Charles
Malwareless Web-Analytics Pollution (MWAP): A Very Simple Yet Invincible Attack. CBI (2) (2018)
Zachary Matthews, Natalija Vlajic
Can Browser Add-Ons Protect Your Children from Online Tracking? CCS (2018)
Natalija Vlajic, Daiwei Zhou, Jonathan Tung
IoT Cameras and DVRs as DDoS Reflectors: Pros and Cons from Hacker's Perspective. ICII (2018)
Natalija Vlajic, Marmara El Masri, Gianluigi M. Riva, Marguerite Barry, Derek Doran
Online Tracking of Kids and Teens by Means of Invisible Images: COPPA vs. GDPR. MPS@CCS (2018)
Pooria Madani, Natalija Vlajic
Robustness of deep autoencoder in intrusion detection under adversarial contamination. HotSoS (2018)
X. Y. Shi, Natalija Vlajic, Hamzeh Roumani, Pooria Madani
Rethinking the Use of Resource Hints in HTML5: Is Faster Always Better!? J. Cyber Secur. Mobil. 6 (2) (2017)
Marmara El Masri, Natalija Vlajic
Current state of client-side extensions aimed at protecting against CSRF-like attacks. CNS (2017)
Natalija Vlajic, X. Y. Shi, Hamzeh Roumani, Pooria Madani
Resource Hints in HTML5: A New Pandora's Box of Security Nightmares. ARES (2017)
Pooria Madani, Natalija Vlajic
Towards sequencing malicious system calls. CNS (2016)
Y. Yang, Natalija Vlajic, Uyen Trang Nguyen
Web bots that mimic human browsing behavior on previously unvisited web-sites: Feasibility study and security implications. CNS (2015)
Yang Yang, Natalija Vlajic, Uyen Trang Nguyen
Next Generation of Impersonator Bots: Mimicking Human Browsing on Previously Unvisited Sites. CSCloud (2015)
Dusan Stevanovic, Natalija Vlajic
Next Generation Application-Layer DDoS Defences: Applying the Concepts of Outlier Detection in Data Streams with Concept Drift. ICMLA (2014)
Natalija Vlajic, Armin Slopek
Performance and economies of 'bot-less' application-layer DDoS attacks. ICITST (2014)
Dusan Stevanovic, Natalija Vlajic
Application-layer DDoS in dynamic Web-domains: Building defenses against next-generation attack behavior. CNS (2014)
Natalija Vlajic, Armin Slopek
Web bugs in the cloud: Feasibility study of a new form of EDoS attack. GLOBECOM Workshops (2014)
Dusan Stevanovic, Natalija Vlajic, Aijun An
Detection of malicious and non-malicious website visitors using unsupervised neural network learning. Appl. Soft Comput. 13 (1) (2013)
Maria Angel Marquez Andrade, Natalija Vlajic
Dirt Jumper: A key player in today's botnet-for-DDoS market. WorldCIS (2012)
Dimitry Drinfeld, Natalija Vlajic
Smart crawlers for flash-crowd DDoS: The attacker's perspective. WorldCIS (2012)
Natalija Vlajic, Maria Angel Marquez Andrade, Uyen Trang Nguyen
The Role of DNS TTL Values in Potential DDoS Attacks: What Do the Major Banks Know About It? ANT/MobiWIS (2012)
Alex Naumov, Natalija Vlajic, Hamzeh Roumani
VLUS: Visual location-based URL screening tool for improved WWW security. WorldCIS (2012)
Dusan Stevanovic, Aijun An, Natalija Vlajic
Feature evaluation for web crawler detection with data mining techniques. Expert Syst. Appl. 39 (10) (2012)
Dusan Stevanovic, Natalija Vlajic, Aijun An
Unsupervised Clustering of Web Sessions to Detect Malicious and Non-malicious Website Users. ANT/MobiWIS (2011)
Natalija Vlajic, Dusan Stevanovic, George Spanogiannopoulos
Strategies for improving performance of IEEE 802.15.4/ZigBee WSNs with path-constrained mobile sink(s). Comput. Commun. 34 (6) (2011)
Dusan Stevanovic, Aijun An, Natalija Vlajic
Detecting Web Crawlers from Web Server Access Logs with Data Mining Classifiers. ISMIS (2011)
Natalija Vlajic, Dusan Stevanovic
Sink mobility in wireless sensor networks: a (mis)match between theory and practice. IWCMC (2009)
George Spanogiannopoulos, Natalija Vlajic, Dusan Stevanovic
A Simulation-Based Performance Analysis of Various Multipath Routing Techniques in ZigBee Sensor Networks. ADHOCNETS (2009)
Dusan Stevanovic, Natalija Vlajic
Performance of IEEE 802.15.4 in wireless sensor networks with a mobile sink implementing various mobility strategies. LCN (2008)
Dawei Xia, Natalija Vlajic
Near-Optimal Node Clustering in Wireless sensor Networks for Environment Monitoring. AINA (2007)
Dawei Xia, Natalija Vlajic
Comprehensive Study of Node Clustering in Wireless Sensor Networks for Environment Monitoring. Ad Hoc Sens. Wirel. Networks 4 (3) (2007)
Dawei Xia, Natalija Vlajic
Near-Optimal Node Clustering in Wireless Sensor Networks for Environment Monitoring. CCECE (2006)
Ting Xue, Natalija Vlajic
Analytical and Simulation Based Evaluation of Wireless-to-Wireline TCP-SYN Attacks. CCECE (2006)
Natalija Vlajic, David Xia
Wireless Sensor Networks: To Cluster or Not To Cluster?. WOWMOM (2006)
Natalija Vlajic, Charalambos D. Charalambous, Dimitrios Makrakis
Performance aspects of data broadcast in wireless networks with user retrials. IEEE/ACM Trans. Netw. 12 (4) (2004)
Natalija Vlajic, Charalambos D. Charalambous, Dimitrios Makrakis
Wireless data broadcast in systems of hierarchical cellular organization. ICC (2003)
Natalija Vlajic, Howard C. Card
Vector quantization of images using modified adaptive resonance algorithm for hierarchical clustering. IEEE Trans. Neural Networks 12 (5) (2001)
Natalija Vlajic, Thomas Kunz, Howard C. Card
Image-Compression for Wireless World Wide Web Browsing: A Neural Network Approach. IJCNN (1) (2000)
Natalija Vlajic, Howard C. Card
An adaptive neural network approach to hypertext clustering. IJCNN (1999)
Natalija Vlajic, Howard C. Card
Categorizing Web pages on the subject of neural networks. J. Netw. Comput. Appl. 21 (2) (1998)