Publications
Peer-reviewed work and active manuscripts across cybersecurity, memory forensics, brain-computer interfaces, and AI-driven protection of critical infrastructure.
Özgenç, G., Biricik, M.
Quantitative bibliometric network analysis and neurobiological synthesis of algorithm-induced cognitive degradation. Gamified neurofeedback BCI therapies for executive dysfunction will be implemented before publication.
Venue
Manuscript in Preparation
Status
In preparationCoskun, H., Biricik, M., Creutzburg, R.
Automated memory forensics system using Volatility3 and unsupervised ML (Isolation Forest) to detect zero-day and fileless malware via behavioural and graph-theoretic features.
Venue
Under Review (Texas, USA)
Status
Under reviewBiricik, M., Ballı, T., Yetkin, E. F.
Real-time signal processing pipeline using O(N) PELT algorithms reducing computational latency to 86.25 ms, enabling high-speed anomaly detection for edge computing environments.
Venue
Manuscript ready for submission
Status
ReadyKüçük, M., Coskun, H., Biricik, M., Bülbül, B. E.
Co-developed a customer-level aggregation model for BEDAS with 136 engineered features that prevents data leakage in electricity theft detection.
Ecevit, M. I., Biricik, M., Uğurlu, T. A., Özdemir, A., Ceylan, O., Dağ, H., Rodio, C., Lazzari, R.
OSINT vulnerability assessment on a SCADA testbed in Milan combined with a novel framework pairing OSINT-based threat discovery with AI-based protective controls for power distribution.
SCADA threat discovery, OSINT-based assessments, anomaly detection in power distribution networks.
Unsupervised triage on Volatility3 artefacts; behavioural and graph-theoretic features against fileless malware.
Real-time change-point detection (PELT) for asynchronous BCI on edge devices.
Particularly interested in joint work bridging applied cybersecurity, anomaly detection, and edge AI.