16 citations · 22 across the 4 of their papers we have counts for
4 papers
RobustPdM: Designing Robust Predictive Maintenance against Adversarial Attacks
Ayesha Siddique, Ripan Kumar Kundu, Gautam Raj Mode +1
The state-of-the-art predictive maintenance (PdM) techniques have shown great success in reducing maintenance costs and downtime of complicated machines while increasing overall pr…
Crafting Adversarial Examples for Deep Learning Based Prognostics (Extended Version)
Gautam Raj Mode, Khaza Anuarul Hoque
In manufacturing, unexpected failures are considered a primary operational risk, as they can hinder productivity and can incur huge losses. State-of-the-art Prognostics and Health…
Adversarial Examples in Deep Learning for Multivariate Time Series Regression
Gautam Raj Mode, Khaza Anuarul Hoque
Multivariate time series (MTS) regression tasks are common in many real-world data mining applications including finance, cybersecurity, energy, healthcare, prognostics, and many o…
False Data Injection Attacks in Internet of Things and Deep Learning enabled Predictive Analytics
Gautam Raj Mode, Prasad Calyam, Khaza Anuarul Hoque
Industry 4.0 is the latest industrial revolution primarily merging automation with advanced manufacturing to reduce direct human effort and resources. Predictive maintenance (PdM)…