The overall NIST mission is to "promote U.S. innovation and industrial competitiveness by advancing measurement science, standards, and technology in ways that enhance economic security and improve our quality of life." A U.S. government initiative designed to establish a front line of defense againstnetwork intrusion, defend the U.S. against the threats throughcounterintelligence, and strengthen the cybersecurityenvironment. The handled API call sequence is then entered into the LSTM model for training. As mentioned above, ransomware might encrypt data and infiltrate all storage devices that are connected to the computer. Then, through the category mapping, we can get its category call sequences, as shown in Table 2. This website uses cookies and third party services. 367377, 2018. This attack takes advantage of the communication back and forth between clients and servers. Cybersecurity people, practices and tools play a key part in GRC for many organizations. The ROC curve for our model SLAM is shown in Figure 3. What Does Slam Stand For In Cyber Security, Use the "SLAM" Method to Spot Phishing Emails | The Fulcrum Group, Using the SLAM Method to Prevent HIPAA Phishing Attack, What does SLAM stand for in Cyber Security? During this type of attack, which is complex and appears in several ways, cybercriminals can redirect you to another site for their own purposes. Because it continues to work. Its standards based design may benefit those in the private sector as well. This is why it is important to analyze a senders email address before opening an unsolicited email. Cloudflare Ray ID: 7c0c38899bbde62e From these comparison results in Figures 5 and 6 and Table 7, we can see that our model has a better classification effect. We use 10-fold crossvalidation to verify these models. If youd like to check the validity of an email attachment, you should reach out to the sender directly to confirm that the attachment sent was legitimate. Internet Security Association and Key Management Protocol. Recently, the XLNet model [5], which employs attention mechanisms, has achieved remarkable success in NLP, translation problems, and machine question and answer. SLAM is an acronym for four key areas of an email message to check before trusting it. SLAM - Site Logging And Monitoring. In the future work, we will further explore the application of attention mechanisms in the malware detection area. The experimental results show that our feature extraction method and detection framework have good classification results and high accuracy. After that, they take machine learning to construct the detection model and achieve good results. It can be seen that the 2-dimensional feature extraction method is higher than the 1-dimensional feature extraction method by an average of nearly 3 percentage points. According to these results, we conduct an in-depth analysis. Laws that assigns responsibilities within the U.S. federal government for setting and complying with policies to secure agencies' information systems. 164.52.218.17 This method mainly relies on the malicious API which could be emerged on a series of call sequence, and only the exact execution sequence can make damage on the computer system. Whenever you receive an email that says that your login credentials were compromised, or that you need to reset your password, you should manually input the companys website into your web browser. From Table 5, we can see that the Precision, Recall, and F1-score indication are about 0.9869. To verify the validity of the email address, recipients should aim the mouse pointer at the senders name to find out where the email came from before opening it.
Cybersecurity | NIST What types of protections does SLAM offer? This constructs amessage authentication codefrom ablock cipher. Copyright 2021 IT Foundations Limited | All Rights Reserved|, Disaster Recovery and Business Continuity. This often can immediately call out a fake email scam. All they need to do use the cues in the acronym. From the results of these experiments, we can see that our model SLAM achieves a good classification result. F. Cohen, Computer viruses, Computers & Security, vol. They treat the file as a list containing only 0 or 1, with 0 and 1 representing whether or not the associated API appears. But that hasnt been the case. 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]. Through the category dictionary, we can convert an API execution sequence into a number sequence. As shown in Table 3, the normal data is 110000 and the malware data is 27770. An international consortium that brings together businesses affected by phishing attacks with security companies, law enforcement, government, trade associations, and others. This is an open access article distributed under the, 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, Implement a 2-dimensional extraction method based on both API semantics and structural information, which enhances a strong correlation of the input vector, Propose a detection framework based on sliding local attention mechanism, which achieves a better performance in malware detection, https://tianchi.aliyun.com/competition/entrance/231668/information, http://zt.360.cn/1101061855.php?dtid=1101062370did=610142397, https://tianchi.aliyun.com/competition/introduction.htm?spm=5176.11409106.5678.1.4354684cI0fYC1?raceId=231668, construct a Lambda expression according to keras, temp_tensor=cut tensor according to its index from index to index+step_size, Initialize Softmax function from Dense layer. Save my name, email, and website in this browser for the next time I comment. This work was supported by the grants from the National Key Research and Development Program of China (Project no. Please review the settings before continuing. Phishing emails often contain general greetings, typos, grammatical errors or incomprehensible wording.
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The top 20+ what does slam mean in cyber security Intrusion Detection/Intrusion Detection and Prevention. WebIt offers more than 400 training courses as well as certification for security professionals (for more information, visit www.giac.org). As the malicious virus grows exponentially, the way of extracting features by manual analysis is becoming more and more expensive for this situation. Weve gotten great at scanning through text as technology has progressed. Your abbreviation search returned 43 meanings Link/Page Citation Information Technology (9) Military & Government (13) Science & Medicine (12) Organizations, Schools, etc. 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. The API we studied here mainly refers to the system call function under Windows system. Cuckoo Sandbox, 2019, https://cuckoosandbox.org/. As we said at the start of this article, there are too many cybersecurity acronyms to remember. It is a good idea to scrupulously check for misspellings in the trustees name or the companys name. It is also best practices to, rather than clicking on a link in the email itself, to go to the company website directly.
What Does Slam Stand For In Cyber Security - MeaningKosh Easily Prevent Phishing Attacks Using the SLAM Method (Plus What 8. When looking at email on a mobile device, it can be trickier to see the URL without clicking on it. It is also important to note that an email coming from a company will usually have the companys name in the domain address. The Payment Card Industry Data Security Standard (PCI-DSS) is a set of security standards designed to ensure that all companies that accept, process, store or transmit credit card information maintain a secure environment. We count the average accuracy of these models based on 10-fold crossvalidation. The results of the comparison are shownin Figure 5. What does SLAM mean? To re-enable the connection points, simply right-click again and select " Enable ". Anderson and Roth [20] offer a public labeled benchmark dataset for training machine learning models to statically detect malicious PE files. Remote wipe usually requires power and a network connection. 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. HIPAA also requires organizations to train their employees to prevent unauthorized access or disclosure of PHI and to provide cybersecurity best practices. This is one way that scammers try to trick you, by putting the real companys URL inside their fake one.
Security According to the Windows official document, the total number of Windows API is more than 10,000, but most API functions are not frequently used. Completely Automated Public Turing Test to Tell Computers and Humans Apart. Use the SLAM Method to Spot Phishing Emails.
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. How to effectively transfer the attention mechanism originated from translation problems to the field of malware classification according to practical problems is a subject worth exploring. In addition, malware often uses confusion, encryption, deformation, and other technologies to disguise itself in order to avoid being detected by antivirus software. D. G. Llaurad, Convolutional Neural Networks for Malware Classification, Rovira i Virgili University, Tarragona, Spain, 2016. 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. HIPAA also requires organizations to train their employees to prevent unauthorized access or disclosure of PHI and to provide cybersecurity best practices. 104.140.201.174 In Figure 6, our SLAM model accuracy is 0.9723, the RF model accuracy is 0.9171, the ACLM model accuracy is 0.8106, and the TCAM model accuracy is 0.9245. Did you spot it? L. Nataraj, V. Yegneswaran, P. Porras, and J. Zhang, A comparative assessment of malware classification using binary texture analysis and dynamic analysis, in Proceedings of the 4th ACM Workshop on Security and Artificial Intelligence, pp. OPSEC is a term derived from the U.S. military and is an analytical process used to deny an adversary information that could compromise the secrecy and/or the operational security of a mission.Performing OPSEC related techniques can play a significant role in both offensive and defensive cybersecurity strategies. In fact, malicious fragments are only partial, which makes the malicious behavior graph easy to be overwhelmed.
What does SLAM stand for? - abbreviations 6, no. Vote. And don't miss the opportunity to use a few of the terms at your next team meeting to see what your colleagues know, just for fun. The sample size of the dataset is shown in Table 3. It gains control over computer systems through changing or malfunctioning normal process execution flow. M. Ficco, Comparing API call sequence algorithms for malware detection, in Advances in Intelligent Systems and Computing, Springer, Berlin, Germany, 2020. What is the SLAM method and how does it help identify phishing? They are often responsible for data and network security processing, security systems management, and security violation investigation. 2633, 2020. The process can be defined as follows. Qian and Tang [16] analyze the API attributes and divide them into 16 categories. is the URL genuinely directing you to the page it is talking about? Define FN for False Negative, which is the number of samples classified as malicious category correctly. This technique encourages workers to take control of their safety and that of those around them shows the value in health and safety, and outlines a clear process to follow for maximum safety. Information Systems Security Program Manager. A group of Antivirus and security specialists who share information regarding AV companies, products, malware and other threats. These are: S = Sender L = Links A = Attachments M = Message text By giving A private company that specializes in information security training and security certification. This is because HIPAA Security Rule requirements set a minimum standard for implementing safeguards to ensure the confidentiality, integrity, and availability of protected health information (PHI). 14, no. 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.