![\"Entities](\"https:\/\/djangostars.com\/blog\/wp-content\/uploads\/2023\/12\/Entities-Impacted-in-Supply-Chain-Cyber-Attacks-in-the-US-from-2017-to-2022.png\")
<\/p>\nGlobal businesses have struggled with more frequent supply chain fraud attempts in the last three years than ever before. Bribery and kickbacks, counterfeiting goods and money, document forgery, and cybercrime attacks are becoming increasingly common in supply chain management.<\/p>\n
E-commerce organizations lost over $41 billion globally to online payment fraud in 2022. But in 2023, that figure is expected to increase to $48 billion. And it\u2019s only direct losses \u2014 the lost profits may be a few times bigger. The situation will become critical in a few years if nothing is done.<\/p>\n
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According to Statista<\/a>, in 2022, 1743 companies\u2019 supply chains were subject to severe cyber attacks only in the US. That\u2019s 235% more than a year before.<\/p>\n Transport and distribution moved<\/a> into the top 5 targeted industries for the first time in 2021. Still, now, over 10% of cyber attacks are committed towards logistics systems along with technology (21%), finance (17%), manufacturing (14%), and education (11%) industries.<\/p>\n The ever-growing numbers show how platforms prevent fraud in logistics transactions, with organizations spending<\/a> over 10% of annual e-commerce revenue to manage payment fraud. However, the risks and losses are still sky-high. In 2022, over 3.6% of eCommerce revenue was lost to payment fraud globally. However, ACFE research says<\/a> the real loss rate is at least 5%. This is considering that 89% of e-commerce organizations declared themselves ready for combating fraud in supply chain to varying degrees.<\/p>\n Fraud in supply chain occurs when someone tries to manipulate a company\u2019s procurement and delivery system to gain profits (those can be either money or goods). This someone can lurk at any stage in the chain and wear a guise of anyone with a heartbeat \u2013 an agent, a reseller, a distributor, an intermediary, a partner, a carrier, a warehouse manager, you name it. To find where the shoe pinches, experts involved in supply chain fraud detection analyze three facets of the fraud triangle.<\/p>\n First comes the motive, a person’s reason for committing fraud (usually a desire for money or influence). Then, there is the opportunity \u2013 a chance to exploit an organization\u2019s inadequate internal control or risk monitoring. At last, during the rationalization stage, the wrongdoer tries to explain their behavior, backing up their justification with their values.<\/p>\n In the supply chain pipeline, the combination of these three factors leads to various types of fraud.<\/p>\n Fraud in supply chain affects all industries, including logistics, manufacturing, e-commerce, and education, and can occur at any step in it, ranging from bribes offered during supplier selection to forged checks during financing to fraudulent payments or payment guarantees. Cybercriminals typically use malware software or hardware-based spying components to break into supply chains and administer cyberattacks aiming to damage an organization by targeting less secure elements.<\/p>\n Here are the main types of supply chain fraud.<\/p>\n Scammers use numerous ways: falsified transactions, false invoices, inappropriate payments, forgery, using malware to steal payment data, etc. Billing fraud, for example, occurs when a contractor submits multiple invoices for work that was incurred only once or issues false or inflated invoices.<\/p>\n Many financial supply chain fraud examples stem from human carelessness, as many staff members don\u2019t take consumer data security seriously, even in giant corporations. The same applies to ordinary consumers as well. Federal Trade Commission reports<\/a>: US consumers lost about $8.8 billion to scams. The numbers almost doubled compared to 2021.<\/p>\n It\u2019s the primary supply chain fraud in manufacturing and retail. Some managers may give suppliers an advantage in return for some personal benefits: money, gifts, or favors. This may include choosing a supplier, bypassing official tenders, overpaying for certain goods and services, ordering low-quality goods, or failing to comply with certification rules and regulations.<\/p>\n Cyber attacks are part of financial fraud in supply chain, but there are so many high-tech fraud ways, so they are considered a separate category. The main goal of cyberattacks is financial gain or burglarizing data. The top fraud methods use malware to steal essential data, including payment information, account passwords, and personal data that can be used for stealing money directly or blackmailing. If used against businesses whose supply chain fraud detection mechanisms are substandard, it may paralyze the company\u2019s work, disrupt working processes and supply chains, and lead to massive direct and indirect financial and reputational losses.<\/p>\n A vendor intentionally replaces a legitimate high-end product with its inferior (but also legitimate) counterpart, usually a cheaper or lower-quality one. For instance, instead of supplying a restaurant with premium-class beverages by high-profile brands, a company delivers low-priced wines and sparkling water without notifying the customer of the substitution. As a result, the restaurant and its clientele are deceived and pay through the nose for a dime-a-dozen drinks.<\/p>\n Being identical in the outcome (replacing a more expensive product with a cheaper one), this type of supply chain fraud differs in intent. Here, wrongdoers deliberately produce a fake product that, in its appearance (logos, packaging, etc.), resembles another product from a popular, high-profile brand. Such cases abound in the beauty and fashion industries. According to a VerifyMe review<\/a>, counterfeit goods sold yearly are about $1.7-4.7 trillion. The retail market is close to disaster because 60% to 80% of goods sold in the USA are counterfeit. Moreover, 52% of consumers lose<\/a> trust in the brand after purchasing goods online and getting low-quality replicas. So, the indirect brand losses are so high that they cannot even be officially quantified.<\/p>\n It occurs when a perpetrator intentionally deceives another party to a contract by making false statements about capabilities, goods, or services they are obliged to deliver. Such supply chain fraud attempts include duplicating or inflating invoices, submitting false financial statements to cinch a contract, forging credentials, falsifying experience, and even setting up fake companies (known as ghost suppliers) to receive fraudulent payments.<\/p>\n This type of fraud in supply chain presupposes a secret agreement between two stakeholders meant to defraud a third party, bypassing established procedures and protocols. The most widespread examples of collusion are bid rigging to give a certain supplier an edge, price-fixing, when parties agree to set uniform prices, and market allocation, in which participants divide customers or territories rather than engage in open, free competition.<\/p>\n As the COVID-19 pandemic has revealed, supply chains are rather fragile systems subject to natural disasters and disease outbreaks. Yet, when we speak of fraudulent disruptions, it is about unethical, and often illegal, practices employed by unscrupulous entrepreneurs to exploit competitors\u2019 supply chain weaknesses and break them \u2013 from account takeover and cyberattacks to blatant corruption and even cargo theft.<\/p>\n There are three major reasons why fraud in supply chain is so rampant.<\/p>\n Evidently, organizations should go the extra mile to cope with these vulnerabilities.<\/p>\n What strategies help reduce supply chain fraud risks? Let\u2019s discover the best practices that reign supreme in this endeavor.<\/p>\n This is your first line of defense. Before entering into a contract, you should meticulously perform all due diligence operations. Don’t be shy to verify your potential partners’ reputations, credentials, business licenses, and financial stability. Create risk profiles for each of them, especially when you are considering to onboard a new one. On-site visits can also be very revealing. To be dead sure, order third-party audit services.<\/p>\n Many supply chain fraud opportunities stem from inadequately composed business agreements. Make sure your contract is a well-crafted document that stipulates roles, responsibilities, and expected behaviors of both external actors and internal stakeholders. It should include anti-fraud clauses, audit rights, performance benchmarks, non-compliance penalties, and termination conditions. Besides, the “no purchase order, no pay” policy should be the bedrock for your operations.<\/p>\n Blockchain, the Internet of Things, artificial intelligence, and other disruptive know-how are a good crutch for addressing fraud in supply chain. Harness RFID tags, GPS trackers, IoT sensors, AI-driven software, and decentralized records for real-time product movement monitoring, authenticity verification, automated compliance, counterfeit identification, supplier risk management assessment, anomaly identification, and other supply chain fraud detection and prevention efforts.<\/p>\n The primary factor of the company\u2019s health is its employees\u2019 motivation and attitude. It\u2019s crucial to run appropriate training for staff members to prevent and detect fraud attempts. Ideally, such a program should be created especially for a particular company based on all working features and potential weaknesses. It must be utterly practical and helpful but simultaneously precise and easily understandable.<\/p>\n Segregation of duties (SoD) is the process of distributing control over different aspects of the procurement cycle among several stakeholders. You should make sure that the person responsible for, say, invoice approval is not the same as the employee handling goods receipt. Also, internal control measures should be stringent and based on a three-way matching algorithm (purchase order, invoice, and bill of lading), with sensitive data access minimized.<\/p>\n Accurate and timely inspection of financial flows, security systems, working processes, and software are critical factors of a company\u2019s business health. The primary function of internal audit is to research and investigate all incidents, including those that indicate fraud in supply chain. However, involving external auditing teams is crucial to check the company\u2019s financial flow. Only then will the audit be 100% clear, accurate, and honest, eliminating even the possibility of counterfeit financial statements.<\/p>\n In case a supply chain fraud is exposed, your employees should have a detailed roadmap at their fingertips to know how to act. Such a plan should include the response team, with its duties clearly defined; protocols for incident detection and reporting; an investigation pipeline; evidence preservation; recovery and remediation measures; and communications guidelines.<\/p>\n Even after you have selected trustworthy partners, you can’t rest on your oars. You should ensure that all your agreements are properly formalized, that a code of conduct is established, that data-sharing protocols are implemented, and that secure communication channels are utilized. Moreover, you should conduct regular audits, keep track of performance metrics, and diversify your supplier base.<\/p>\n You can make the most of these recommendations by leveraging state-of-the-art technologies.<\/p>\n Global Markets Insights agency predicts<\/a> that the market for anti-fraud technologies will be ten times bigger by 2033. The number of anti-fraud tools is increasing vastly. However, the most common and widely useful techniques were almost unchanged. Over half of businesses still use anomaly detection systems, exception reporting, and automated red flags.<\/p>\n Data visualization has reached a new level in the last few years because top managers work with interactive dashboards instead of boring graphs and tables so that they can group and filter all necessary data immediately. It\u2019s commonly used for business development but works perfectly for supply chain fraud detection.<\/p>\n Predictive analysis has become more prevalent in risk management so that data analysts can create anti-fraud predictive models worth their weight in gold. It impacts the market because 22% of respondents will adopt this technology in a year or two.<\/p>\n But, artificial intelligence and machine learning have the highest interest rate among all technologies. Top managers consider it the most prospective tool for detecting and preventing suspicious activities at all levels, including supply chain fraud. In 2022, only 17% used AI and ML for anti-fraud purposes, but 26% of respondents would adopt advanced analytics technologies in the following two years.<\/p>\n Different studies (Fraud Detection in E-Commerce Using Machine Learning<\/a>, Fraud Detection using Machine Learning in e-Commerce<\/a>) show that the highest achieved accuracy value of the AI algorithm is 96%. Sure, it\u2019s not enough for large business corporations, but remember, they won\u2019t be used separately from other anti-fraud tools.<\/p>\n AI and ML anti-fraud algorithms are widely used in the banking and financial sectors. For example, Danske Bank, one of the biggest Nordic banks, increased the true-positive rate of fraud detection by 50% and reduced the number of false alerts by 60% right after adopting AI and ML analysis. One tool gave such bright results, which, in theory, would save millions of dollars for the bank.<\/p>\n And it\u2019s not the limit. Supervised ML algorithms can self-learn from operational data. Sure, creating and setting up AI takes months, requires outstanding expertise, and is still quite pricey, but it is worth every invested dollar.<\/p>\n Combined with an ensemble model, ML significantly boosts risk management. Moreover, it may detect and mark previously unknown risks in auto mode.<\/p>\n Here is the comparative table of tools and methods preventing fraud within supply chain management:What is Supply Chain Fraud?<\/h2>\n
Common Types of Supply Chain Fraud<\/h2>\n
1. Invoice and payment fraud<\/h3>\n
2. Kickbacks and bribery<\/h3>\n
3. Cyber fraud and data manipulation<\/h3>\n
4. Product substitution<\/h3>\n
5. Counterfeit goods infiltration<\/h3>\n
6. Contract and misrepresentation fraud<\/h3>\n
7. Collusion between partners<\/h3>\n
8. Supply chain disruption<\/h3>\n
![\"Range](\"https:\/\/djangostars.com\/blog\/wp-content\/uploads\/2023\/12\/Range-of-Fraud-Attacks.-Key-Findings.png\")
<\/p>\nWhy Are Supply Chains Vulnerable to Fraud?<\/h2>\n
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8 Tips and Techniques to Prevent Supply Chain Fraud<\/h2>\n
1. Vet suppliers and vendors thoroughly<\/h3>\n
2. Implement strong contract management<\/h3>\n
3. Increase transparency with technology<\/h3>\n
4. Provide employee training<\/h3>\n
5. Segregate duties and strengthen internal control<\/h3>\n
6. Conduct regular audits and assessments<\/h3>\n
7. Develop a fraud response plan<\/h3>\n
8. Collaborate with trusted partners<\/h3>\n
Using Technologies to Prevent Supply Chain Fraud<\/h2>\n
![\"What](\"https:\/\/djangostars.com\/blog\/wp-content\/uploads\/2023\/12\/What-Data-Analysis-Techniques-Do-Organizations-Use-to-Fight-Fraud.png\")
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