It is mainly composed of normal program, infected virus, Trojan Horse program, mining program, DDoS Trojan, and extortion virus. [17] propose a new method based on information gain and removal of redundant API fragments, which effectively reduce the length of the API call sequence. An international consortium that brings together businesses affected by phishing attacks with security companies, law enforcement, government, trade associations, and others. Cybersecurity is at the top of mind for many businesses, especially during Octobers Cybersecurity Awareness Month. Ultimately, if you dont recognize the sender, proceed cautiously and dont open attachments. For example, we have performed an experiment, in which an image-based malware classifier can achieve 0.99 accuracy rate. This website uses cookies and third party services. The process can be defined as follows. Or your organization may have a tool for analyzing messages for phishing. Then, they use the CNN model to build a classifier. Define FP for False Positive, which is the number of samples classified as normal category wrongly. The results of the comparison are shown in Table 7. For each security level, Microsoft specifies security controls to ensure that the user accessing the resource is who they say they are. Three parts of a strategy for managing an organization's overall governance, enterprise risk management and compliance with regulations. Hyperlinks are popular to use in emails. However, by clicking on this link, you expose your login credentials to the hacker. Common services include managed firewall, intrusion detection, virtual private network, vulnerability scanning and anti-viral services. This website is using a security service to protect itself from online attacks. An organization established in 1990 to study malware. SLAM. Information Systems Audit and Control Association. This allows you to see if any scam warnings come up indicating a phishing email. The Softmax function is finally used to output result. The CISO is the executive responsible for an organization's information and data security. A non-profit organization which specializes in training and certification for cybersecurity professionals. On the other hand, their input vectors are constructed based on the whole sample, and the output of the model is the classification result of the whole sample. 1 meaning of SLAM abbreviation related to Cybersecurity: Suggest to Secondly, machine learning is greatly influenced by the training set and its practicality is weak. F. Cohen, Computer viruses, Computers & Security, vol. While it will help you to use the SLAM method to identify phishing emails, its also good to know what to do when you recognize a phishing email. Xiaofeng et al. System Administration, Networking, and Security Institute. We have noticed that, in the field of machine learning, the attention mechanism has been used very successfully, especially in the fields of Natural Language Processing (NLP), image, and machine Q and A. By studying its harm to the system, we could be better at representing the structural information for the API execution sequence. The action you just performed triggered the security solution. In other cases, this title belongs to the senior most role in charge of cybersecurity. Its getting harder to know what file formats to avoid opening. M. Christodorescu, S. Jha, S. A. Seshia, D. Song, and R. E. Bryant, Semantics-aware malware detection, in Proceedings of the 2005 in 2005 IEEE Symposium on Security and Privacy (S&P05), IEEE, Oakland, CA, USA, May 2005. The authors declare that they have no conflicts of interest. 70 Cybersecurity Acronyms: How Many Do You Know? You should never open an email attachment from any sender that you do not know. 360 Security Report, 2019, http://zt.360.cn/1101061855.php?dtid=1101062370did=610142397. With that in mind, let's see how many of these security acronyms you know or can recall later on. For instance, many phishing emails incorrectly state that your login credentials to the conditioned company have been compromised, and the body of the email contains a hyperlink to reset. SLAM stands for: If hackers send phishing emails , they often mimic the email address of a trusted sender in order to force recipients to open the email. Through this formula, we can query the weight value of Q in the global context. Payment Card Industry Data Security Standard. It indicates that there is a new stride on deep learning. 5, no. 248256, 2018. The dataset of Alibaba 3rd Security Algorithm Challenge can be obtained from https://tianchi.aliyun.com/competition/entrance/231668/information. Conclusion:SLAM provides organizations with a comprehensive approach to ensuring their networks and systems remain secure against external threats such as malicious hackers or viruses. WebSLAM stands for Site Logging and Monitoring in Security terms. SLAM stands for Site Logging And Monitoring (also Systemic Lupus Activity Measure and 210 more) Rating: 7. 777782, IEEE, Melbourne, Australia, June 2013. It says, We confirmation that your item has shipped, instead of We confirm that your item has shipped. These types of errors can be hard to spot but are a big red flag that the email is not legitimate. In Algorithm 1, we define a function SPLIT_TENSOR, which is used to handle tensor for the Local Attention Structure. Sender. Since wipe is a command thats sent wirelessly to the phone or tablet, the device has to be turned on, connected to the network and able to receive the protocol. DLP is a set of tools and processes used to ensure that sensitive data is not lost, misused, or accessed by unauthorized users, either inside or outside of an organization. 164.52.218.17 mean? Defense Information Systems Agency (DISA), National Centers of Academic Excellence in Cybersecurity (NCAE-C), Public Key Infrastructure/Enabling (PKI/PKE), Air Force Office of Special Investigation, Automated Infrastructure Management System, Audit Monitoring and Intrusion Detection System, Authorizing Official Designated Representative, Assistant Secretary of Defense for Command, Control, Communication and Intelligence, Automated Security Incident Measuring System, Automated System Security Incident Support Team, Certification and Accreditation Working Group, Command, Control, Communications, and Computers, Command, Control, Communications, Computer, Intelligence, Surveilance and Reconnaisssance, Critical Infrastructure Protection Working Group, Computer Investigation and Infrastructure Threat Assessment Center, Chairman, Joints Chiefs of Staff Instruction, Computer Network Defense Service Provider, Committee on National Security Systems Instruction, Committee on National Security Systems Policy, Computer (and Network) Security Incident Response, Defense Advanced Research Projects Agency, Deputy Assistant Secretary of Defense for Developmental Test and Evaluation, Director of Central Intelligence Directive, DoD Information Assurance Certification and Accreditation Process, Defense Intrusion Analysis & Monitoring Desk, DoD Portion of the Intelligence Mission Area, DoD Information Technology Portfolio Repository, DoD IT Security Certification and Accreditation Process, Defense Information Technology Security Working Group, DoD Information Security Risk Management Committee, Department of Defense information networks, Director, Operational Test and Evaluation, Defense IA Security Accreditation Working Group, Enterprise Information Environment Mission Area, Enterprise Information Technology Database Repository, Enterprise Mission Assurance Support Service, Education, Training, Awareness and Professionalization Working Group, Federal Information Processing Standard Publication, Forum of Incident Resonse and Security Teams, Federal Information Security Management Act, Guidelines for the Management of IT Security, Government Services Information Infrastructure, Information Assurance Policy Working Group, Information Assurance Support Environment, Information Assurance Technology Analysis Center, Information Assurance Vulnerability Alert, Institute for Electrical and Electronics Engineers, International Organization for Standardization, Information Security Risk Management Committee, Information Technology Management Reform Act, Joint Capabilities Integration and Development System, Joint Interoperability Engineering Organization, Joint Program Office for Special Technical Countermeasures, Joint Task Force Computer Network Operations, Joint Worldwide Intelligence Communications System, Joint Warrior Interoperability Demonstration, Malicious Code Detection and Eradication System, National Infrastructure Assurance Council, National Infrastructure Protection Center, Non-Classified Internet Protocol Router Network, National Institute of Standards and Technology, National Security and Emergency Preparedness, National Security Incident Response Center, National Security Telecommunication Advisory Committee, National Security Telecommunications and Information Systems Security Committee, National Security Telecommunications and Information Systems Security Instruction, Office of the Assistant Secretary of Defense (Command, Control, Communications, and Intelligence), Office of the Inspector General of the Department of Defense, Office of the Secretary of Defense/Joint Staff, Office of the Under Secretary of Defense (Policy), Presidents Commission on Critical Infrastructure Protection, Internet Protocol Suite and Associated Ports, Ports, Protocols, and Services Management, Regional Computer Emergency Response Teams, Research, Development, Test and Evaluation, Secret and Below Interoperability Working Group, Systems Administrators Tool for Assessing Networks, Secure Configuaration Compliance Validation Initiative, Secret Internet Protocol Router Network Information Technology Registry, Uniform Resource Locator (Universal Resource Locator), Under Secretary of Defense for Acquisition, Technology, and Logistics, Under Secretary of Defense for Intelligence, Under Secretary of Defense for Personnel and Readiness. It helps us quickly process a lot of incoming information each day. SLAM: A Malware Detection Method Based on Sliding Local Attention Mechanism Since the number of malware is increasing rapidly, it continuously poses a It may not stimulate the potential ability of deep learning model if we just simply transform malware into an input vector. Define FN for False Negative, which is the number of samples classified as malicious category correctly. Zhong, Automatic malware classification and new malware detection using machine learning, Frontiers of Information Technology & Electronic Engineering, vol.
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