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Alesia Chernikova

4 papers hereh-index 4180 citations6 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.CR3
  • cs.LG1

identity via Semantic Scholar / OpenAlex

most citedAre Self-Driving Cars Secure? Evasion Attacks against Deep Neural Networks for Steering Angle Prediction

12 citations · 32 across the 4 of their papers we have counts for

collaborators
Showing cs.CRShow all

3 papers · 1 filter

cs.CR2022★ 1 cited

Modeling Self-Propagating Malware with Epidemiological Models

Alesia Chernikova, Nicolò Gozzi, Simona Boboila +3

Self-propagating malware (SPM) has recently resulted in large financial losses and high social impact, with well-known campaigns such as WannaCry and Colonial Pipeline being able t…

cs.CR2022★ 11 cited

Cyber Network Resilience against Self-Propagating Malware Attacks

Alesia Chernikova, Nicolò Gozzi, Simona Boboila +6

Self-propagating malware (SPM) has led to huge financial losses, major data breaches, and widespread service disruptions in recent years. In this paper, we explore the problem of d…

cs.CR2019★ 8 cited

FENCE: Feasible Evasion Attacks on Neural Networks in Constrained Environments

Alesia Chernikova, Alina Oprea

As advances in Deep Neural Networks (DNNs) demonstrate unprecedented levels of performance in many critical applications, their vulnerability to attacks is still an open question.…

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