Data Poisoning Attacks against Autoregressive Models

Forecasting models play a key role in money-making ventures in many different markets. Such models are often trained on data from various sources, some of which may be untrustworthy. An actor in a given market may be incentivised to drive predictions in a certain direction to their own benefit. Prior analyses of intelligent adversaries in a machine-learning… CONTINUE READING

4 Figures & Tables

Topics

Statistics

02040201620172018
Citations per Year

Citation Velocity: 20

Averaging 20 citations per year over the last 3 years.

Learn more about how we calculate this metric in our FAQ.