Natalija Vlajic

66 papers A* 2A 1B 7C 3Misc 3Journal 17Unranked 33

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Automated Risk-Based Cryptoperiod Calculation in ICSs: Analytical Framework and Software Tool. Secur. Priv. Gabriele Cianfarani, Natalija Vlajic, Robert Noce
2025	—	`conf`	Merging Attack Trees and MITRE ATT&CK Tactics for More Effective Attack Modeling. ISDFS Natalija Vlajic, Melina Hajimi, Milos Stojadinovic
2025	B	`conf`	Novel Color Coded MITRE ATT&CK Inspired Attack Tree Modeling: Application in ICSs. COMPSAC Natalija Vlajic, Melina Najimi, Milos Stojadinovic
2025	—	`conf`	Risk-Based Optimization of Cryptoperiods to Minimize Impact of Data Siphoning Attacks on ICSs. ICC Gabriele Cianfarani, Natalija Vlajic, Robert Noce
2024	Misc	`conf`	Data Siphoning in ICSs: Attack Tree and Role of Cryptoperiods. CSR Natalija Vlajic, Gabriele Cianfarani, Robert Noce
2024	Misc	`conf`	Novel Approach to Tor User De-Anonymization: Client-Side Generated Watermark. CSR Daniel Brown, Natalija Vlajic
2024	Misc	`conf`	ReBotDetector: A Detection Model with LSTM Feature Extractor for Session-Replay Web Bot Attacks. CSR Shadi Sadeghpour, Natalija Vlajic
2024	—	`conf`	Risk-Based Methodology for Optimal Cryptoperiod Calculation in ICSs Under Data Siphoning Attack. RICSS@CCS Natalija Vlajic, Gabriele Cianfarani
2023	—	`conf`	Analysis of Novel Mouse Dynamics Dataset with Repeat Sessions: Helpful Observations for Tackling Session-Replay Bot. CCNC Shadi Sadeghpour, Natalija Vlajic
2023	J	`jnl`	Guest Editorial: Security of Communication Protocols in Industrial Control Systems (ICSs). IEEE Commun. Mag. Natalija Vlajic, Jelena Mirkovic, Robert Noce
2023	—	`conf`	PIRAT - Tool for Automated Cyber-risk Assessment of PLC Components & Systems Deploying NVD CVE & MITRE ATT&CK Databases. ICCPS Natalija Vlajic, Stefan Petrovic, Gabriele Cianfarani
2023	A	`conf`	Poster: Novel Client-Side Watermarking Technique for Tor User De-Anonymization. IMC Natalija Vlajic, Daniel Brown
2023	—	`conf`	RanABD: MTD-Based Technique for Detection of Advanced Session-Replay Web Bots. MTD@CCS Shadi Sadeghpour, Natalija Vlajic
2023	J	`jnl`	ReMouse Dataset: On the Efficacy of Measuring the Similarity of Human-Generated Trajectories for the Detection of Session-Replay Bots. J. Cybersecur. Priv. Shadi Sadeghpour, Natalija Vlajic
2022	—	`conf`	Effective Segmentation of RSSI Timeseries Produced by Stationary IoT Nodes: Comparative Study. ADIoT Pooria Madani, Natalija Vlajic
2022	A*	`conf`	Poster: ReMouse Dataset: Measuring Similarity of Human-Generated Trajectories as an Important Step in Dealing with Session-Replay Bots. CCS Shadi Sadeghpour, Natalija Vlajic
2022	J	`jnl`	Randomized Moving Target Approach for MAC-Layer Spoofing Detection and Prevention in IoT Systems. DTRAP Pooria Madani, Natalija Vlajic, Ivo Maljevic
2022	—	`conf`	Real World Snapshot of Trends in IoT Device and Protocol Deployment: IEEE CNS 22 Poster. CNS Daniel Brown, Gabriele Cianfarani, Natalija Vlajic
2022	—	`conf`	Survey of Remote TLS Vulnerability Scanning Tools and Snapshot of TLS Use in Banking Sector. CNS Jay Chung, Natalija Vlajic
2021	J	`jnl`	Ads and Fraud: A Comprehensive Survey of Fraud in Online Advertising. J. Cybersecur. Priv. Shadi Sadeghpour, Natalija Vlajic
2021	J	`jnl`	Click Fraud in Digital Advertising: A Comprehensive Survey. Comput. Shadi Sadeghpour, Natalija Vlajic
2021	—	`conf`	Mozi IoT Malware and Its Botnets: From Theory To Real-World Observations. CSCI Josh Sahota, Natalija Vlajic
2021	J	`jnl`	RSSI-Based MAC-Layer Spoofing Detection: Deep Learning Approach. J. Cybersecur. Priv. Pooria Madani, Natalija Vlajic
2021	—	`conf`	Unsupervised ML Based Detection of Malicious Web Sessions with Automated Feature Selection: Design and Real-World Validation. CCNC Shadi Sadeghpour, Natalija Vlajic, Pooria Madani, Dusan Stevanovic
2020	—	`conf`	MAC-Layer Spoofing Detection and Prevention in IoT Systems: Randomized Moving Target Approach. CPSIOTSEC@CCS Pooria Madani, Natalija Vlajic, Shadi Sadeghpour
2019	J	`jnl`	IP Spoofing In and Out of the Public Cloud: From Policy to Practice. Comput. Natalija Vlajic, Mashruf Chowdhury, Marin Litoiu
2019	B	`conf`	Near-optimal Evasion of Randomized Convex-inducing Classifiers in Adversarial Environments. ARES Pooria Madani, Natalija Vlajic
2018	A*	`conf`	Can Browser Add-Ons Protect Your Children from Online Tracking? CCS Zachary Matthews, Natalija Vlajic
2018	—	`conf`	IoT Cameras and DVRs as DDoS Reflectors: Pros and Cons from Hacker's Perspective. ICII Natalija Vlajic, Daiwei Zhou, Jonathan Tung
2018	J	`jnl`	IoT as a Land of Opportunity for DDoS Hackers. Computer Natalija Vlajic, Daiwei Zhou
2018	—	`conf`	Malwareless Web-Analytics Pollution (MWAP): A Very Simple Yet Invincible Attack. CBI (2) Natalija Vlajic, Shun-Nam Wilson Chow, Xavon Charles
2018	—	`conf`	Online Tracking of Kids and Teens by Means of Invisible Images: COPPA vs. GDPR. MPS@CCS Natalija Vlajic, Marmara El Masri, Gianluigi M. Riva, Marguerite Barry, Derek Doran
2018	—	`conf`	Robustness of deep autoencoder in intrusion detection under adversarial contamination. HotSoS Pooria Madani, Natalija Vlajic
2017	—	`conf`	Current state of client-side extensions aimed at protecting against CSRF-like attacks. CNS Marmara El Masri, Natalija Vlajic
2017	B	`conf`	Resource Hints in HTML5: A New Pandora's Box of Security Nightmares. ARES Natalija Vlajic, Xue Ying Shi, Hamzeh Roumani, Pooria Madani
2017	J	`jnl`	Rethinking the Use of Resource Hints in HTML5: Is Faster Always Better!? J. Cyber Secur. Mobil. Xue Ying Shi, Natalija Vlajic, Hamzeh Roumani, Pooria Madani
2016	—	`conf`	Towards sequencing malicious system calls. CNS Pooria Madani, Natalija Vlajic
2015	—	`conf`	Next Generation of Impersonator Bots: Mimicking Human Browsing on Previously Unvisited Sites. CSCloud Yang Yang, Natalija Vlajic, Uyen Trang Nguyen
2015	—	`conf`	Web bots that mimic human browsing behavior on previously unvisited web-sites: Feasibility study and security implications. CNS Y. Yang, Natalija Vlajic, Uyen Trang Nguyen
2014	—	`conf`	Application-layer DDoS in dynamic Web-domains: Building defenses against next-generation attack behavior. CNS Dusan Stevanovic, Natalija Vlajic
2014	C	`conf`	Next Generation Application-Layer DDoS Defences: Applying the Concepts of Outlier Detection in Data Streams with Concept Drift. ICMLA Dusan Stevanovic, Natalija Vlajic
2014	—	`conf`	Performance and economies of 'bot-less' application-layer DDoS attacks. ICITST Natalija Vlajic, Armin Slopek
2014	—	`conf`	Web bugs in the cloud: Feasibility study of a new form of EDoS attack. GLOBECOM Workshops Natalija Vlajic, Armin Slopek
2013	J	`jnl`	Detection of malicious and non-malicious website visitors using unsupervised neural network learning. Appl. Soft Comput. Dusan Stevanovic, Natalija Vlajic, Aijun An
2012	—	`conf`	Dirt Jumper: A key player in today's botnet-for-DDoS market. WorldCIS Maria Angel Marquez Andrade, Natalija Vlajic
2012	J	`jnl`	Feature evaluation for web crawler detection with data mining techniques. Expert Syst. Appl. Dusan Stevanovic, Aijun An, Natalija Vlajic
2012	—	`conf`	Smart crawlers for flash-crowd DDoS: The attacker's perspective. WorldCIS Dimitry Drinfeld, Natalija Vlajic
2012	—	`conf`	The Role of DNS TTL Values in Potential DDoS Attacks: What Do the Major Banks Know About It? ANT/MobiWIS Natalija Vlajic, Maria Angel Marquez Andrade, Uyen Trang Nguyen
2012	—	`conf`	VLUS: Visual location-based URL screening tool for improved WWW security. WorldCIS Alex Naumov, Natalija Vlajic, Hamzeh Roumani
2011	C	`conf`	Detecting Web Crawlers from Web Server Access Logs with Data Mining Classifiers. ISMIS Dusan Stevanovic, Aijun An, Natalija Vlajic
2011	J	`jnl`	Strategies for improving performance of IEEE 802.15.4/ZigBee WSNs with path-constrained mobile sink(s). Comput. Commun. Natalija Vlajic, Dusan Stevanovic, George Spanogiannopoulos
2011	—	`conf`	Unsupervised Clustering of Web Sessions to Detect Malicious and Non-malicious Website Users. ANT/MobiWIS Dusan Stevanovic, Natalija Vlajic, Aijun An
2009	—	`conf`	A Simulation-Based Performance Analysis of Various Multipath Routing Techniques in ZigBee Sensor Networks. ADHOCNETS George Spanogiannopoulos, Natalija Vlajic, Dusan Stevanovic
2009	B	`conf`	Sink mobility in wireless sensor networks: a (mis)match between theory and practice. IWCMC Natalija Vlajic, Dusan Stevanovic
2008	B	`conf`	Performance of IEEE 802.15.4 in wireless sensor networks with a mobile sink implementing various mobility strategies. LCN Dusan Stevanovic, Natalija Vlajic
2007	J	`jnl`	Comprehensive Study of Node Clustering in Wireless Sensor Networks for Environment Monitoring. Ad Hoc Sens. Wirel. Networks Dawei Xia, Natalija Vlajic
2007	B	`conf`	Near-Optimal Node Clustering in Wireless sensor Networks for Environment Monitoring. AINA Dawei Xia, Natalija Vlajic
2006	—	`conf`	Analytical and Simulation Based Evaluation of Wireless-to-Wireline TCP-SYN Attacks. CCECE Ting Xue, Natalija Vlajic
2006	—	`conf`	Near-Optimal Node Clustering in Wireless Sensor Networks for Environment Monitoring. CCECE Dawei Xia, Natalija Vlajic
2006	C	`conf`	Wireless Sensor Networks: To Cluster or Not To Cluster?. WOWMOM Natalija Vlajic, David Xia
2004	J	`jnl`	Performance aspects of data broadcast in wireless networks with user retrials. IEEE/ACM Trans. Netw. Natalija Vlajic, Charalambos D. Charalambous, Dimitrios Makrakis
2003	—	`conf`	Wireless data broadcast in systems of hierarchical cellular organization. ICC Natalija Vlajic, Charalambos D. Charalambous, Dimitrios Makrakis
2001	J	`jnl`	Vector quantization of images using modified adaptive resonance algorithm for hierarchical clustering. IEEE Trans. Neural Networks Natalija Vlajic, Howard C. Card
2000	—	`conf`	Image-Compression for Wireless World Wide Web Browsing: A Neural Network Approach. IJCNN (1) Natalija Vlajic, Thomas Kunz, Howard C. Card
1999	B	`conf`	An adaptive neural network approach to hypertext clustering. IJCNN Natalija Vlajic, Howard C. Card
1998	J	`jnl`	Categorizing Web pages on the subject of neural networks. J. Netw. Comput. Appl. Natalija Vlajic, Howard C. Card