Evasion attacks - PowerPoint PPT Presentation

Join our Cyber Security Training Workshop to learn about different types of cyber attacks such as social engineering attacks, DDoS attacks, malware attacks, MitM attacks, APTs, and password attacks. Enhance your knowledge and skills in cyber security.

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Evasion attacks on black-box machine learning models, including query-based attacks, transfer-based attacks, and zero queries attacks. Explore various attack methods and their effectiveness against different defenses.

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Adversarial Machine Learning (AML) plays a crucial role in cybersecurity as security analysts combat continually evolving attack strategies by malicious adversaries. ML models are increasingly utilized to address the complexity of cyber threats, yet they are susceptible to adversarial attacks. Inves

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Malicious attacks, threats, and vulnerabilities in IT systems pose significant risks and damages. This chapter explores the types of attacks, tools used, security breaches, and measures to protect against cyber threats. Learn how security professionals safeguard organizations from malicious attacks

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Delve into the insights shared at the National Conference of Enforcement Officers on 4th March 2024, focusing on enforcement initiatives such as National Special Drive, actions by the Centre and State, technology interventions, and policy changes. Uncover details on fake billing structures, motives

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Cybercrime has been on the rise, especially with the surge in zero-day attacks targeting various industries. State-sponsored actors, like Chinese groups, dominate zero-day exploits, challenging traditional detection methods. Incorporating AI, machine learning, and deep learning is vital in enhancing

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Threat actors prioritize targeting networks to exploit vulnerabilities, leading to various attacks such as interception, DNS attacks, and MITM attacks. MITM attacks involve eavesdropping on communications or impersonating parties, with techniques like session replay to steal credentials. Implementin

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The State Tax Department of Uttarakhand has organized the National GST Enforcement Officers Conference and has been actively involved in enforcing taxation regulations and conducting investigations. They have a well-structured enforcement setup with mobile units and special investigation branches to

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Phishing attacks are prevalent cybercrimes where attackers deceive individuals into divulging sensitive information or engaging in harmful actions. These attacks can happen through various channels such as emails, texts, or websites. The perpetrators aim to manipulate emotions like curiosity, greed,

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Exploring the risks and challenges related to cyber attacks and data protection amidst the Covid-19 pandemic. The agenda covers an overview of cyber-attacks, recent developments, protections against cyber attacks, data protection concerns during lockdown, compliance steps, and employee rights issues

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Practical strategies are presented in "GuardION: Practical Mitigation of DMA-based Rowhammer Attacks on ARM" to defend against Rowhammer attacks on ARM architecture. The paper discusses Rowhammer defenses, RAMPAGE attacks on Android OS, and introduces GuardION as a lightweight mitigation approach. I

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In the realm of cybersecurity, attacks on web applications pose a significant threat with 78% of attacks targeting applications. The consequences of these attacks are immense, with projected costs reaching $6 trillion annually by 2021. Notable breaches in recent years highlight the urgency for robus

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Learn about the Carnegie Mellon 15-213 Recitation Attack Lab, where you can hijack programs using buffer overflow attacks. Gain insights into stack discipline, stack frames, and defeating secure programs through return-oriented programming. Dive into topics like stack smashing attacks, buffer overfl

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Presentation by Intel demonstrates vulnerabilities in fully random QPSK and 64QAM sounding signals in IEEE 802.11-20/0964r0. Proposed attack methods, including Viterbi equalizer attacks, and solutions such as Secure LTF mechanism and windowed FFT are discussed to enhance security in ranging. The pre

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Denial-of-Service attacks pose a serious threat where attackers flood networks with traffic, leading to system crashes and slowdowns. Explore the impact, expected results, and various categories of DoS attacks such as bandwidth attacks, protocol exceptions, and logic attacks. Learn how to defend aga

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Network Denial of Service (DoS) attacks aim to disrupt services by overwhelming them with traffic. These attacks can occur at various layers of the network stack and exploit weaknesses to achieve their goal. Amplification attacks, such as the Smurf attack and DNS Amplification attack, can significan

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Adversarial attacks in machine learning aim to investigate the robustness and fault tolerance of models, introduced by Aleksander Madry in ICML 2018. This defensive topic contrasts with offensive adversarial examples, which seek to misclassify ML models. Techniques like Deep-Fool are recognized for

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This research addresses the vulnerabilities of onion routing to timing attacks and proposes solutions to prevent active timing attacks, focusing on low-latency anonymous communication systems. Various problems related to timing attacks in onion routing are analyzed, including the role of adversaries

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Adversarial Machine Learning (AML) involves attacks on machine learning models by manipulating input data to deceive the model into making incorrect predictions. This includes creating adversarial examples, understanding attack algorithms, distance metrics, and optimization problems like L-BFGS. Var

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Control hijacking attacks, such as buffer overflows and format string vulnerabilities, allow attackers to take over a target machine by manipulating application control flow. Knowledge of C functions, system calls, CPU, and OS used is crucial for executing these attacks successfully. This summary pr

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Control hijacking attacks pose a significant threat by allowing malicious actors to manipulate data and control flow within a system. This article explores common attack methods like stack smashing and heap spraying, along with defenses such as fixing bugs, implementing platform defenses, and markin

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Abdusamatov Somon presents an effective method called HTB to protect web servers against breach attacks, focusing on secure computation and mitigation. The research addresses side-channel attacks based on compression and the CRIME BREACH issue, providing insights into implementing the breach attack

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Client Code Modification (CCM) is a service provided by Stock Exchanges to rectify errors in client codes during trading hours, but it has been misused for tax evasion by some brokers. Investigations revealed significant modifications leading to tax evasion. Regulatory bodies like SEBI and CBDT have

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Border Gateway Protocol (BGP) is crucial for network communication, allowing autonomous systems to exchange routing information. BGP works by announcing network ownership and directing traffic efficiently. However, BGP Blackhole attacks pose a threat, where malicious entities reroute traffic to disr

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Schools are increasingly becoming targets of cyber attacks, making cybersecurity measures crucial. The article discusses the importance of responding to cyber attacks, creating incident response plans, and being vigilant against interception attacks. It outlines the steps to detect, document, and mi

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Low-intensity Denial of Service (DoS) attacks present a new challenge in cyber warfare, blending in with regular traffic to target communication channels like HTTP, SMTP, and DNS. These attacks require multiple participating hosts to flood the target with useless packets, gradually overloading serve

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A heap is a collection of variable-size memory chunks managed by the program. Heap overflow attacks occur when malicious actors corrupt heap memory, potentially allowing them to overwrite data and execute arbitrary code. This poses a significant security risk. The process involves manipulating heap

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Stepping-stone attacks in IaaS clouds pose a new threat where attackers compromise vulnerable VMs to launch attacks against external hosts. This research explores the necessity of self-protection mechanisms for IaaS providers, emphasizing active response to detect and stop outgoing attacks at edge f

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Delve into the realm of data security and privacy, exploring concepts such as k-Anonymity, l-Diversity, t-Closeness, and Reconstruction Attacks. Learn about the importance of privacy concerns, privacy-preserving data sharing, real threats of linking attacks, and specific instances like the GIC Incid

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This content provides a detailed overview of the history of software supply chain attacks, highlighting significant incidents from various countries and industries. The narrative covers attacks dating back to 1982 and includes recent events such as the SolarWinds breach in 2020 and the novel depende

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The content discusses strategies to mitigate cache-based side-channel attacks, focusing on the importance of constant-time programming to avoid timing vulnerabilities. It covers topics such as microarchitectural attacks, cache structure, Prime+Probe attack, and the Bernstein attack on AES. Through d

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This research delves into automated signature extraction for high-volume attacks in cybersecurity, specifically focusing on defending against Distributed Denial of Service (DDoS) attacks. The study discusses the challenges posed by sophisticated attackers using botnets and zero-day attacks, emphasiz

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Studies conducted by researchers such as Erich Kirchler have explored the impact of audits on tax compliance. While audits generally have a positive effect on compliance, there are cases where they can backfire, leading to unintended consequences. High auditing levels may not always deter tax evasio

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This presentation by Abdusamatov Somon explores targeted deanonymization through cache side-channel attacks, focusing on leaky resource attacks and cache-based side-channel attacks. It discusses the motivation behind these attacks, methods employed, potential defenses, and the evaluation of such att

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Explore the world of network security vulnerabilities and attacks, including Denial-of-Service (DoS) and Distributed-Denial-of-Service (D-DoS), security flaws in the TCP/IP protocol suite, ICMP attacks, routing attacks, and TCP attacks. Learn about common security vulnerabilities such as address spo

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Cartrader A bought cars from B Ltd., paid VAT, but B Ltd. didn't remit VAT. C involved in evasion. A held liable initially, successful appeal against VAT evasion assessment. Dispute over A's knowledge of C's intentions.

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Delve into the realm of network interference through the CS590B/690B lecture with Phillipa Gill at UMass Amherst. Explore topics such as Internet routing, timing attacks, BGP hijacks, Tor network functionality, relay selection, collusion scenarios, use of guards, web site fingerprinting attacks, tra

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In the realm of cybersecurity, the perpetual battle between security analysts and adversaries intensifies with the increasing complexity of cyber attacks. Machine learning (ML) is increasingly utilized to combat these challenges, but vulnerable to adversarial attacks. Investigating defenses against

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Delve into the world of Distributed Denial of Service (DDoS) attacks with this comprehensive study covering the architecture, advantages, bot installation phases, attack methods, defenses, and simulation. Learn about the detrimental impact of DDoS attacks on servers, their multi-tiered structure, an

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This content provides an in-depth overview of Denial of Service (DoS) and Distributed Denial of Service (DDoS) attacks in cybersecurity. It covers the types of attacks, including volumetric, reflected, and stealthy, along with detailed explanations and examples. Additionally, it discusses how DoS at

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