2 results sorted by ID
Possible spell-corrected query: hashing Detection
Secure Featurization and Applications to Secure Phishing Detection
Akash Shah, Nishanth Chandran, Mesfin Dema, Divya Gupta, Arun Gururajan, Huan Yu
Cryptographic protocols
Secure inference allows a server holding a machine learning (ML) inference algorithm with private weights, and a client with a private input, to obtain the output of the inference algorithm, without revealing their respective private inputs to one another. While this problem has received plenty of attention, existing systems are not applicable to a large class of ML algorithms (such as in the domain of Natural Language Processing) that perform featurization as their first step. In this...
Detecting Mobile Application Spoofing Attacks by Leveraging User Visual Similarity Perception
Luka Malisa, Kari Kostiainen, Srdjan Capkun
Mobile application spoofing is an attack where a malicious mobile application
mimics the visual appearance of another one. If such an attack is successful,
the integrity of what the user sees as well as the confidentiality of what she
inputs into the system can be violated by the adversary. A common example of
mobile application spoofing is a phishing attack where the adversary tricks the
user into revealing her password to a malicious application that resembles the
legitimate one.
In this...
Secure inference allows a server holding a machine learning (ML) inference algorithm with private weights, and a client with a private input, to obtain the output of the inference algorithm, without revealing their respective private inputs to one another. While this problem has received plenty of attention, existing systems are not applicable to a large class of ML algorithms (such as in the domain of Natural Language Processing) that perform featurization as their first step. In this...
Mobile application spoofing is an attack where a malicious mobile application mimics the visual appearance of another one. If such an attack is successful, the integrity of what the user sees as well as the confidentiality of what she inputs into the system can be violated by the adversary. A common example of mobile application spoofing is a phishing attack where the adversary tricks the user into revealing her password to a malicious application that resembles the legitimate one. In this...
