Analysis of malware through machine learning: Basic Principles of clustering algorithms in Deepviz
Since last year, we have discovered that many audiovisual companies have begun to engage in machine learning and artificial intelligence, hoping to find a fast and effective way to analyze and isolate new types of malware and expand the malicious software library. However, in fact, there is a big problem here:
A company tried to sell me their latest product a few years ago, saying it could help me detect and prevent malware from infecting my enterprise system. I politely refused and explained that my company has many engineers and it is impossible to be troubled by malware sweeping the Internet. I also told this vendor that we have deployed enterprise-level anti-virus products to deal with such problems.But event
Worrying: a large number of malware emerged after the release of Intel chip vulnerability PoC, worrying about poc
Recently, security researchers found that more and more malware samples on the market are trying to develop variants using Intel's previously exposed CPU Security Vulnerabilities (Meltdown and Spectre. According to a survey by experts from many foreign security companies, 119 samples of PoC cod
Vulnerabilities in Cisco FirePower firewalls allow malware Bypass Detection
Security Vulnerabilities in CISCO FirePower firewall devices allow malware to bypass the detection mechanism.
Cisco is releasing security updates to a critical vulnerability (CVE-2016-1345) that affects FirePower firewall, one of Cisco's latest products. This vulnerability was first discovered by security researchers at Check Poin
2015 Android malware Threat Report (I): threats caused by Android ransomware and SMS Trojans extend to multiple systemsExecution Summary
Ransomware has been plagued by Windows PC for the past few years. However, recently, ransomware's platform is no longer limited to Windows systems. It has reached out to Linux and Android.
Although the ransomware on these two platforms is not as advanced as Windows, Android ransomware still has serious consequences,
Shortcuts have recently become a common communication carrier used to spread malware in targeted attacks. Symantec has found many shortcut files used to penetrate the network, as described in previous blog articles. I recently stumbled upon a case where such shortcuts bypass security protection software and successfully fool the recipient to execute malware in the attachment. In this case, the malicious pro
With the increasing complexity of malware, enterprises must extend their security best practices to join the double-layer security technology. Currently, there are many dual-layer security technologies. Attack Detection Systems (BDS), as a supplement to single-layer security tools, are worth the ability to detect malware. Specifically, the attack detection can identify the initial status of the malicious so
Sharing Android platform maliciousProgramSamples and analysis results are designed to develop better detection tools.
Yajin Zhou and xuxian Jiang, two researchers from the Department of Computer Science at North Carolina State University, initiated the Android malware genome project to share samples and analysis results of Android malware and are committed to developing better detection tools.
Resear
Remnux is a Linux-based system for reverse engineering and malicious analysis.Code.
The software installed on remnux includes:
Analyze flash malware: swfttools, flasm, flare, rabcdasmand xxxswf. py
Interacting with IRC bots: IRC server (inspire ircd) and client (epic5)
Observe and interact with network activities: Wireshark, honeyd, inetsim, fakedns, fakesmtp, Netcat, networkminer, ngrep, pdnstool and tcpdump
Decode javascript: Firefox fireb
various abnormal events accurately from ranges of sensor log files without high Compu Tational costs.The statistical information of this dataset is summarized as:
No. of Sample
No. of Features
No. of Classes
No. of Training
No. of testing
82,363
243
8
57,654
24,709
Task 3:android Malware ClassificationThis dataset was created from a set of APK (application package) file
Click fraud malware poses a greater threat
Damballa's latest report identifies malware evolved from click fraud attacks. How does it work? What I know is that sometimes low-risk attacks often cause more serious harm, but we do not have the human and material resources to investigate every low-level attack. WhetherNick Lewis: View of malware authors looking for a
With the development of mobile Internet, as one of the largest mobile operating systems today, Android has been used by more and more users. However, due to imperfect market systems and drawbacks, the low quality of applications in the Android Market and the proliferation of junk software and malware have brought great harm to users. Users are faced with huge mobile terminal security issues, and threats such as built-in viruses, information theft, and
Many people refer to malware as a virus, but from a professional standpoint, this is not accurate. You may have heard many words beyond the scope of the virus: malware, worms, Trojan horses, root access tools, keylogger tools, spyware, and so on. So what exactly are the meanings of these words?
These terms are not only used among hackers, but are also widely used in major news, cyber security issues, and t
Scientists have developed a new type of malware that uses sound waves for self-propagation. It seems that Linux is the only operating system capable of defending against such attacks.
Scientists from Germany, Michael Hanspach and Michael Goetz, have developed a technology that allows malware to spread itself to other computers through microphones and speakers.
"You only need to establish a communication
Release date:Updated on:
Affected Systems:Microsoft Malware Protection Engine Description:--------------------------------------------------------------------------------Bugtraq id: 59885CVE (CAN) ID: CVE-2013-1346The Microsoft Malware Protection Engine (mpengine. dll) provides scanning, monitoring, and cleanup capabilities for antivirus and Anti-Spyware clients.On the X64 platform, the mpengine. dll in Mi
In the previous article, we will introduce anti-simulation technologies commonly used by malware to readers. In this article, we will introduce various anti-Debugging techniques used by malware to impede reverse engineering, so as to help readers better understand these technologies, this enables more effective dynamic detection and analysis of malware.
I. Anti-d
Kaspersky Lab published a message today saying that a new malware was found in Mac OS X that is spread through compressed file attachments. Costin Raiu from Kaspersky Lab said they used a new MacOS X backdoor to block this new advanced continuous threat or ATP malicious attack. MAC users have to pay attention to it.
At present, the purpose of a new round of APT malicious attacks is unknown. In essence, this attachment induces Mac users to install a v
New Android malware obtains Root permission to uninstall Security Software
FireEye Labs's security researchers have discovered a Chinese family of Android malware that is rapidly spreading to more than 20 countries around the world. Its Command Control Server (CC) domain name is aps.kemoge.net, therefore, it is named Kemoge. Kemoge repacks valid applications as legitimate applications and uploads them to a
Article title: Exploring malware: Millions of Linux kernel simulated botnets. Linux is a technology channel of the IT lab in China. Includes basic categories such as desktop applications, Linux system management, kernel research, embedded systems, and open source.
Today's largest botnet is being simulated using the 1 million Linux kernel. These virtual machines are trying to complete an experiment designed to learn the origins of
On June 23, September 15, Windows 7 XP is very secure when running Office 2003 (Virtual Machine) and Office 2007 (local, it can damage the running of malware and interrupt many hacker tools. This is actually an unexpected benefit, but this benefit is certainly welcome.
No computer system is completely secure. Even the most secure system is vulnerable to security issues, such as security vulnerabilities in operating system code. That is to say, Window
The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion;
products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the
content of the page makes you feel confusing, please write us an email, we will handle the problem
within 5 days after receiving your email.
If you find any instances of plagiarism from the community, please send an email to:
info-contact@alibabacloud.com
and provide relevant evidence. A staff member will contact you within 5 working days.