ML Archives - F-Secure Blog

Threats & Research

A security self-assessment questionnaire for machine learning-based systems

Andrew Patel

08.12.21

10 min. read

Threats & Research

Threat modelling geospatial machine learning systems

Andrew Patel

18.11.21

17 min. read

Threats & Research

A study of defences against poisoning attacks in a distributed learning environment

Andrew Patel

22.04.21

35 min. read

Threats & Research

Threat analysis of a reinforcement learning trading algorithm

Andrew Patel

19.04.21

12 min. read

Threats & Research

Data poisoning in action

Andrew Patel

12.04.21

15 min. read

Threats & Research

How to attack distributed machine learning via online training

Andrew Patel

06.10.20

26 min. read

Threats & Research

CC-DRIVER – Combating cybercriminality through understanding of human and technical drivers

Andrew Patel

16.09.20

2 min. read

Threats & Research

How AI is already being poisoned against you

Andrew Patel

30.07.20

14 min. read

Threats & Research

Detection of anomalous process creation chains using word vectorization, normalization, and an autoencoder

Andrew Patel

02.06.20

6 min. read

Threats & Research

Detecting adversarial behaviour by applying NLP techniques to command lines

Andrew Patel

29.05.20

10 min. read

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ML

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A security self-assessment questionnaire for machine learning-based systems

Threat modelling geospatial machine learning systems

A study of defences against poisoning attacks in a distributed learning environment

Threat analysis of a reinforcement learning trading algorithm

Data poisoning in action

How to attack distributed machine learning via online training

CC-DRIVER – Combating cybercriminality through understanding of human and technical drivers

How AI is already being poisoned against you

Detection of anomalous process creation chains using word vectorization, normalization, and an autoencoder

Detecting adversarial behaviour by applying NLP techniques to command lines

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