20 citations · 36 across the 6 of their papers we have counts for
8 papers
TypeNet: Deep Learning Keystroke Biometrics
Alejandro Acien, Aythami Morales, John V. Monaco +2
We study the performance of Long Short-Term Memory networks for keystroke biometric authentication at large scale in free-text scenarios. For this we explore the performance of Lon…
Keystroke Biometrics in Response to Fake News Propagation in a Global Pandemic
Aythami Morales, Alejandro Acien, Julian Fierrez +4
This work proposes and analyzes the use of keystroke biometrics for content de-anonymization. Fake news have become a powerful tool to manipulate public opinion, especially during…
TypeNet: Scaling up Keystroke Biometrics
Alejandro Acien, John V. Monaco, Aythami Morales +2
We study the suitability of keystroke dynamics to authenticate 100K users typing free-text. For this, we first analyze to what extent our method based on a Siamese Recurrent Neural…
Integer Factorization with a Neuromorphic Sieve
John V. Monaco, Manuel M. Vindiola
The bound to factor large integers is dominated by the computational effort to discover numbers that are smooth, typically performed by sieving a polynomial sequence. On a von Neum…
General Semiparametric Shared Frailty Model Estimation and Simulation with frailtySurv
John V. Monaco, Malka Gorfine, Li Hsu
The R package frailtySurv for simulating and fitting semi-parametric shared frailty models is introduced. Package frailtySurv implements semi-parametric consistent estimators for a…
Obfuscating Keystroke Time Intervals to Avoid Identification and Impersonation
John V. Monaco, Charles C. Tappert
There are numerous opportunities for adversaries to observe user behavior remotely on the web. Additionally, keystroke biometric algorithms have advanced to the point where user id…
The Partially Observable Hidden Markov Model and its Application to Keystroke Dynamics
John V. Monaco, Charles C. Tappert
The partially observable hidden Markov model is an extension of the hidden Markov Model in which the hidden state is conditioned on an independent Markov chain. This structure is m…
Robust Keystroke Biometric Anomaly Detection
John V. Monaco
The Keystroke Biometrics Ongoing Competition (KBOC) presented an anomaly detection challenge with a public keystroke dataset containing a large number of subjects and real-world as…