Researchers from North Carolina State University have developed a new tool to detect and contain malware that attempts root exploits in Android devices. The tool improves on previous techniques by targeting code written in the C programming language – which is often used to create root exploit malware, whereas the bulk of Android applications are written in Java.
Root exploits take over the system administration functions of an operating system, such as Android. A successful Android root exploit effectively gives hackers unfettered control of a user’s smartphone.
The new security tool is called Practical Root Exploit Containment (PREC). It refines an existing technique called anomaly detection, which compares the behavior of a downloaded smartphone application (or app), such as Angry Birds, with a database of how the application should be expected to behave.
When deviations from normal behavior are detected, PREC analyzes them to determine if they are malware or harmless “false positives.” If PREC determines that an app is attempting root exploit, it effectively contains the malicious code and prevents it from being executed.
“Anomaly detection isn’t new, and it has a problematic history of reporting a lot of false positives,” says Dr. Will Enck, an assistant professor of computer science at NC State and co-author of a paper on the work. “What sets our approach apart is that we are focusing solely on C code, which is what most – if not all – Android root exploits are written in.”
“Taking this approach has significantly driven down the number of false positives,” says Dr. Helen Gu, an associate professor of computer science at NC State and co-author of the paper. “This reduces disturbances for users and makes anomaly detection more practical.”
The researchers are hoping to work with app vendors, such as Google Play, to establish a database of normal app behavior.
Most app vendors screen their products for malware, but malware programmers have developed techniques for avoiding detection – hiding the malware until users have downloaded the app and run it on their smartphones.
The NC State research team wants to take advantage of established vendor screening efforts to create a database of each app’s normal behavior. This could be done by having vendors incorporate PREC software into their app assessment processes. The software would take the app behavior data and create an external database, but would not otherwise affect the screening process.
“We have already implemented the PREC system and tested it on real Android devices,” Gu says. “We are now looking for industry partners to deploy PREC, so that we can protect Android users from root exploits.”
The paper, “PREC: Practical Root Exploit Containment for Android Devices,” will be presented at the Fourth ACM Conference on Data and Application Security and Privacy being held March 3-5 in San Antonio, Texas. Lead author of the paper is former NC State graduate student Tsung-Hsuan Ho. The paper was co-authored by Daniel Dean, a Ph.D. student in Gu’s lab at NC State.
The work was supported by the National Security Agency; U.S. Army Research Office grant W911NF-10-1-0273; National Science Foundation grants CNS-1149445, CNS-1253346, and CNS-1222680; IBM Faculty Awards and Google Research Awards.
Note to Editors: The paper abstract follows.
“PREC: Practical Root Exploit Containment for Android Devices”
Authors: Tsung-Hsuan Ho, Daniel J. Dean, Xiaohui Gu, and William Enck, North Carolina State University
Presented: March 3-5 at the Fourth ACM Conference on Data and Application Security and Privacy in San Antonio, Texas.
Abstract: Application markets such as the Google Play Store and the Apple App Store have become the de facto method of distributing software to mobile devices. While official markets dedicate significant resources to detecting malware, state-of-the-art malware detection can be easily circumvented using logic bombs or checks for an emulated environment. We present a Practical Root Exploit Containment (PREC) framework that protects users from such conditional malicious behavior. PREC can dynamically identify system calls from high-risk components (e.g., third-party native libraries) and execute those system calls within isolated threads. Hence, PREC can detect and stop root exploits with high accuracy while imposing low interference to benign applications. We have implemented PREC and evaluated our methodology on 140 most popular benign applications and 10 root exploit malicious applications. Our results show that PREC can successfully detect and stop all the tested malware while reducing the false alarm rates by more than one order of magnitude over traditional malware detection algorithms. PREC is light-weight, which makes it practical for runtime on-device root exploit detection and containment.
Matt Shipman | EurekAlert!
LAMA 2.0 accelerates more than just numerical applications
21.06.2016 | Fraunhofer-Institut für Algorithmen und Wissenschaftliches Rechnen SCAI
Researchers open hairy new chapter in 3-D printing
20.06.2016 | Massachusetts Institute of Technology
3D printing revolutionized the manufacturing of complex shapes in the last few years. Using additive depositing of materials, where individual dots or lines...
R2D2, a joint project to analyze and development high-TRL processes and technologies for manufacture of flexible organic light-emitting diodes (OLEDs) funded by the German Federal Ministry of Education and Research (BMBF) has been successfully completed.
In contrast to point light sources like LEDs made of inorganic semiconductor crystals, organic light-emitting diodes (OLEDs) are light-emitting surfaces. Their...
High resolution rotational spectroscopy reveals an unprecedented number of conformations of an odorant molecule – a new world record!
In a recent publication in the journal Physical Chemistry Chemical Physics, researchers from the Max Planck Institute for the Structure and Dynamics of Matter...
Strands of cow cartilage substitute for ink in a 3D bioprinting process that may one day create cartilage patches for worn out joints, according to a team of engineers. "Our goal is to create tissue that can be used to replace large amounts of worn out tissue or design patches," said Ibrahim T. Ozbolat, associate professor of engineering science and mechanics. "Those who have osteoarthritis in their joints suffer a lot. We need a new alternative treatment for this."
Cartilage is a good tissue to target for scale-up bioprinting because it is made up of only one cell type and has no blood vessels within the tissue. It is...
Physicists in Innsbruck have realized the first quantum simulation of lattice gauge theories, building a bridge between high-energy theory and atomic physics. In the journal Nature, Rainer Blatt‘s and Peter Zoller’s research teams describe how they simulated the creation of elementary particle pairs out of the vacuum by using a quantum computer.
Elementary particles are the fundamental buildings blocks of matter, and their properties are described by the Standard Model of particle physics. The...
28.06.2016 | Event News
09.06.2016 | Event News
24.05.2016 | Event News
29.06.2016 | Life Sciences
29.06.2016 | Life Sciences
29.06.2016 | Earth Sciences