Pattern Recognition Systems under Attack: Design Issues and Research Challenges

@article{Biggio2014PatternRS,
  title={Pattern Recognition Systems under Attack: Design Issues and Research Challenges},
  author={Battista Biggio and Giorgio Fumera and Fabio Roli},
  journal={IJPRAI},
  year={2014},
  volume={28}
}
We analyze the problem of designing pattern recognition systems in adversarial settings, under an engineering viewpoint, motivated by their increasing exploitation in security-sensitive applications like spam and malware detection, despite their vulnerability to potential attacks has not yet been deeply understood. We first review previous work and report examples of how a complex system may be evaded either by leveraging on trivial vulnerabilities of its untrained components, e.g., parsing… CONTINUE READING
Highly Cited
This paper has 60 citations. REVIEW CITATIONS

Citations

Publications citing this paper.
Showing 1-10 of 35 extracted citations

60 Citations

02040'13'15'17
Citations per Year
Semantic Scholar estimates that this publication has 60 citations based on the available data.

See our FAQ for additional information.

References

Publications referenced by this paper.
Showing 1-10 of 72 references

Similar Papers

Loading similar papers…