12 citations · 15 across the 4 of their papers we have counts for
6 papers
A Rule Mining-Based Advanced Persistent Threats Detection System
Sidahmed Benabderrahmane, Ghita Berrada, James Cheney +1
Advanced persistent threats (APT) are stealthy cyber-attacks that are aimed at stealing valuable information from target organizations and tend to extend in time. Blocking all APTs…
CICLAD: A Fast and Memory-efficient Closed Itemset Miner for Streams
Tomas Martin, Guy Francoeur, Petko Valtchev
Mining association rules from data streams is a challenging task due to the (typically) limited resources available vs. the large size of the result. Frequent closed itemsets (FCI)…
Service-Oriented Re-engineering of Legacy JEE Applications: Issues and Research Directions
Hafedh Mili, Ghizlane El-Boussaidi, Anas Shatnawi +4
Service-orientation views applications as orchestrations of independent software services that (1) implement functions that are reusable across many applications, (2) can be invoke…
Impact of Biases in Big Data
Patrick Glauner, Petko Valtchev, Radu State
The underlying paradigm of big data-driven machine learning reflects the desire of deriving better conclusions from simply analyzing more data, without the necessity of looking at…
Identifying Irregular Power Usage by Turning Predictions into Holographic Spatial Visualizations
Patrick Glauner, Niklas Dahringer, Oleksandr Puhachov +4
Power grids are critical infrastructure assets that face non-technical losses (NTL) such as electricity theft or faulty meters. NTL may range up to 40% of the total electricity dis…
FlowME: Lattice-based Traffic Measurement
Petko Valtchev, Omar Mounaouar, Omar Cherkaoui +2
Flow-based traffic measurement is a very challenging problem: Managing counters for each individual traffic flow in hardware resources knowingly struggle to scale with high-speed l…