Detecting Zero-day Polymorphic Worms with Jaccard Similarity Algorithm.
Malak Abdullah I. AlmarshadMohssen M. Z. E. MohammedAl-Sakib Khan PathanPublished in: Int. J. Commun. Networks Inf. Secur. (2016)
Keyphrases
- similarity measure
- learning algorithm
- similarity metric
- computational complexity
- objective function
- preprocessing
- matching algorithm
- experimental evaluation
- times faster
- dynamic programming
- detection algorithm
- theoretical analysis
- cost function
- significant improvement
- search space
- optimal solution
- high accuracy
- convex hull
- k means
- input data
- expectation maximization
- tree structure
- convergence rate
- network traffic
- data sets
- distance function
- intrusion detection
- computationally efficient
- linear programming
- distance measure
- simulated annealing
- worst case
- lower bound