Dorjan Hitaj | DeepAI

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Featured Co-authors

Fernando Perez-Cruz
35 publications
Iacopo Masi
20 publications
Luigi V. Mancini
16 publications
Briland Hitaj
12 publications
Giulio Pagnotta
10 publications
Fabio De Gaspari
8 publications
Lorenzo De Carli
6 publications
Sushil Jajodia
5 publications
Michele Colajanni
4 publications
Mauro Andreolini
3 publications
Hristofor Miho
1 publication

∙ 03/01/2023

OliVaR: Improving Olive Variety Recognition using Deep Neural Networks

The easy and accurate identification of varieties is fundamental in agri...

0 Hristofor Miho, et al. ∙

∙ 03/01/2023

DOLOS: A Novel Architecture for Moving Target Defense

Moving Target Defense and Cyber Deception emerged in recent years as two...

0 Giulio Pagnotta, et al. ∙

∙ 01/26/2023

Minerva: A File-Based Ransomware Detector

Ransomware is a rapidly evolving type of malware designed to encrypt use...

0 Dorjan Hitaj, et al. ∙

∙ 02/12/2022

TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel Coding

The proliferation of deep learning applications in several areas has led...

0 Giulio Pagnotta, et al. ∙

∙ 01/21/2022

FedComm: Federated Learning as a Medium for Covert Communication

Proposed as a solution to mitigate the privacy implications related to t...

6 Dorjan Hitaj, et al. ∙

∙ 05/13/2021

PassFlow: Guessing Passwords with Generative Flows

Recent advances in generative machine learning models rekindled research...

0 Giulio Pagnotta, et al. ∙

∙ 03/31/2021

Reliable Detection of Compressed and Encrypted Data

Several cybersecurity domains, such as ransomware detection, forensics a...

0 Fabio De Gaspari, et al. ∙

∙ 03/02/2021

Evaluating the Robustness of Geometry-Aware Instance-Reweighted Adversarial Training

In this technical report, we evaluate the adversarial robustness of a ve...

0 Dorjan Hitaj, et al. ∙

∙ 10/30/2020

Capture the Bot: Using Adversarial Examples to Improve CAPTCHA Robustness to Bot Attacks

To this date, CAPTCHAs have served as the first line of defense preventi...

0 Dorjan Hitaj, et al. ∙

∙ 10/15/2020

EnCoD: Distinguishing Compressed and Encrypted File Fragments

Reliable identification of encrypted file fragments is a requirement for...

0 Fabio De Gaspari, et al. ∙

∙ 11/06/2019

The Naked Sun: Malicious Cooperation Between Benign-Looking Processes

Recent progress in machine learning has generated promising results in b...

0 Fabio De Gaspari, et al. ∙

∙ 09/03/2018

Have You Stolen My Model? Evasion Attacks Against Deep Neural Network Watermarking Techniques

Deep neural networks have had enormous impact on various domains of comp...

0 Dorjan Hitaj, et al. ∙

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