The ROC curve for our model SLAM is shown in Figure 3. This allows you to see if any scam warnings come up indicating a phishing email. Your email address will not be published. There is a small error in grammar in the second sentence. Venkatraman and Alazab [10] use the visualization of the similarity matrix to classify and detect zero-day malware. People continue to get tricked. The Softmax function is finally used to output result. An email coming from Microsoft support would read [emailprotected]. The traditional methods rely on a large amount of expert knowledge to extract the malicious features by reverse analyzing the binary code to achieve the purpose of classification and detection [6, 7]. WebSLAM is listed in the World's largest and most authoritative dictionary database of abbreviations and acronyms. Introduce the SLAM method of phishing identification. SLAM Anderson and Roth [20] offer a public labeled benchmark dataset for training machine learning models to statically detect malicious PE files. This is according to Ponemon Institute research. The confusion matrix for our model SLAM is as shown in Table 4. As mentioned above, ransomware might encrypt data and infiltrate all storage devices that are connected to the computer. How to effectively use expert knowledge to process data, transform it into the input needed by deep learning model, and design a specific deep learning model are the key to improve the effectiveness of deep learning model in detecting malware area. To check an email address for validity, recipients should hover their mouse over the sender name to reveal where the email came from prior to opening it. is the URL genuinely directing you to the page it is talking about? F. Xiao, Z. Lin, Yi Sun, and Y. Ma, Malware detection based on deep learning of behavior graphs, Mathematical Problems in Engineering, vol. K. Zhang, C. Li, Y. Wang, X. Zhu, and H. Wang, Collaborative support vector machine for malware detection, Procedia Computer Science, vol. Stay up to date with the latest news and receive insider hints & tips to optimise your business technology and work productivity. Intrusion Detection/Intrusion Detection and Prevention. In this phishing email below, the email address domain is @emcom.bankofamerica.com. The scammer is impersonating Bank of America. slam Once disabled, the system will no longer be connected to the internet. SLAM: A Malware Detection Method Based on Sliding Local Attention Mechanism Since the number of malware is increasing rapidly, it continuously poses a SLAM Meanings | What Does SLAM Stand For? Visualization technology helps people to better understand the characteristics of malicious code, but they have not explored the application of deep learning. It only takes a few seconds to type an email address into Google. Rao, ELC-PPW: ensemble learning and classification (LC) by positional patterns weights (PPW) of API calls as dynamic n-grams for malware perception, International Journal of SimulationSystems, Science & Technology, vol. Click here for the downloadable PDF glossary, Spotlight on Cybersecurity Leaders: Karen Harris, DeadBolt Ransomware Decryption Key Released, Easterly: Software Developers Need to Step Up on Cybersecurity, A cyber attack that continuously uses advanced techniques to conduct cyber espionage or crime. Performance & security by Cloudflare. Although this method takes advantage of some program information, malware authors can still make confusion by inserting external assembly instructions. Vote. We will explore the application of attention mechanisms according to the characteristics of malware. Professionals who monitor, audit, control, and assess information systems. In Algorithm 1, we define a function SPLIT_TENSOR, which is used to handle tensor for the Local Attention Structure. Step 2: Unplug all storage devices. And that's why we've put together this handy guide and glossary of 67 cybersecurity related acronyms as a reference you can bookmark and come back to. From Table 6, we can see that the 1-d input accuracy is 0.9484 and the 2-d input accuracy is 0.9723. Because of the existence of context in NLP and the problem of out-of-order in sentence, it will greatly restrict the effectiveness of some deep learning model. By becoming HIPAA compliant, your organization is ultimately more secure, protecting you from healthcare breaches and costly HIPAA fines. They can often get past antivirus/anti-malware filters. The high-level features of the behavior graphs are then extracted using neural network-stacked autoencoders. Governance, Risk Management, and Compliance. However, the seq2seq problem and the malware classification are still different. SLAM abbreviation stands for Site Logging And Monitoring. CND is defined by the U.S. military as defined by the US Department of Defense (DoD) as, "Actions taken through the use of computer networks to protect, monitor, analyze, detect, and respond to unauthorized activity within Department of Defense information systems and computer networks." If you want to examine the reliability of an email attachment, you should contact the sender directly to confirm that the attachment sent was legitimate. There are also other machine learning methods to learn the features. A protocol for establishingSecurity Associations and cryptographic keys in an Internet environment. A tactic is the highest-level description of this behavior, while techniques give a more detailed description of behavior in the context of a tactic, and procedures an even lower-level, highly detailed description in the context of a technique. 7 Elements of an Effective Compliance Program. Your abbreviation search returned 43 meanings Link/Page Citation Information Technology (9) Military & Government (13) Science & Medicine (12) Organizations, Schools, etc. 777782, IEEE, Melbourne, Australia, June 2013. the SLAM technique and why should you Please refer to our full Privacy Policy for more information about the data this website collects. Therefore, we choose random forest as our baseline model, and its parameters are set as follows: n_estimators=500 and n_jobs=1. The National Industrial Security Program Operating Manual establishes the standard procedures and requirements for all government contractors, with regards to classified information. Scammers evolve their methods as technology progresses. A central location or team within an organization that is responsible for monitoring, assessing and defending security issues. Cybersecurity | NIST M. Ficco, Comparing API call sequence algorithms for malware detection, in Advances in Intelligent Systems and Computing, Springer, Berlin, Germany, 2020. on Abbreviations.com! although even if you do know the sender, you shouldnt disclose unnecessary attachments. The ISAP is a U.S. government agency initiative to enable automation and standardization of technical security operations. 164.52.218.17 For the RF [32] model, it is a classic traditional machine learning method, which basically represents the limit of the traditional machine learning method, but it is difficult to go beyond deep learning. NCSAM is a collaborative effort between government and industry to raise awareness about the importance of cybersecurity and to ensure that all Americans have the resources they need to be safer and more secure online. When looking at email on a mobile device, it can be trickier to see the URL without clicking on it. Individual with assigned responsibility for maintaining the appropriate operational security posture for an information system or program. In some cases, the Chief Security Officer is in charge of an organization's entire security posture or strategy. In Algorithm 3, we construct the SLAM Framework by the function MAKE_SLAM. 9, pp. Doing a quick search on the email address, quickly reveals it to be a scam. SLAM - Site Logging And Monitoring. Our contributions are as follows:(1)Analyze the characters of the API execution sequence and classify the APIs into 17 categories, which provides a fine-grained standard to identify API types(2)Implement a 2-dimensional extraction method based on both API semantics and structural information, which enhances a strong correlation of the input vector(3)Propose a detection framework based on sliding local attention mechanism, which achieves a better performance in malware detection. Laws that assigns responsibilities within the U.S. federal government for setting and complying with policies to secure agencies' information systems. WebThe function of the security operations center (SOC) is to monitor, prevent, detect, investigate, and respond to cyber threats around the clock. 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. The results of the comparison are shown in Table 7. 171182, Australian Computer Society, Inc., Ballarat, Australia, January 2011. SLAM is an acronym for four key areas of an email message to check before trusting it. In this case, an expert group that handlescomputer securityincidents and alerts organizations about them. Complete List of Cybersecurity Acronyms You can see that the email is very convincing. What does SLAM stand for? - abbreviations Phishing emails often contain generic greetings, misspellings, grammatical errors, or strange wording. 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. 67 Cybersecurity Acronyms: How Many Do You Know? C. Liangboonprakong and O. Sornil, Classification of malware families based on n-grams sequential pattern features, in Proceedings of the 2013 IEEE 8th Conference on Industrial Electronics and Applications (ICIEA), pp. It is a good idea to scrupulously check for misspellings in the trustees name or the companys name.
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