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随着 AI 取代入门级工作，中印等国 IT 业入门级工作大幅减少。印度一所顶尖工程学院的一名学生称，400 名同学中不到四分之一获得了工作机会，校园弥漫着恐慌气氛。中国、迪拜和肯尼亚的工程学院学生面临类似的现象。曾由应届生承担的任务如调试、测试和日常软件维护，如今正日益自动化。SignalFire 的一份报告显示，过去三年大型科技公司招聘的应届生人数减少半数以上。尽管 2024 年招聘人数有回升但新员工只有 7% 是应届生。安永上月发布的报告显示，由于自动化和 AI 印度 IT 服务公司将入门级职位减少了 20%-25%。LinkedIn、Indeed 和 Eures 等求职平台显示 2024 年欧盟主要国家初级技术职位减少 35%。

COTSI 是由英国剑桥大学社会决策实验室（Cambridge Social Decision-Making Lab）维护并开发的全球首个实时在线信任与安全指数（Cambridge Online Trust and Safety Index）网站：cotsi.org 图1，数据每日更新。 目的是监测和揭示“在线操纵经济”（online manipulation economy）的动态，说白了就是网络流量操控牟利产业的链路监控。 该指数专注于追踪假账户创建市场，特别是通过一次性短信验证服务图5大规模生产假账户的价格和可用性，帮助对抗网络虚假信息、诈骗和影响力操作。 网站主要功能与内容 实时数据追踪：每日更新覆盖197个国家和500多个在线平台（包括社交媒体如Facebook、Instagram、TikTok、X、Telegram、WhatsApp；电商如Amazon、Shopify；约会App如Tinder、Grindr；云服务如AWS、Google Firebase、OpenAI等）的一次性短信验证价格和库存。图2 图4 交互式可视化：用户可以浏览不同平台的价格分布、按国家 图3 排序的最低价格、库存情况，以及历史趋势。例如，首页会突出显示用100美元能在热门平台上创建多少个假账户。 关键洞察： 假账户验证价格极低（如某些平台仅0.08美元），因国家管制差异而异（俄罗斯、英国等较低，日本、澳大利亚较高）。 选举期前，某些平台（如Telegram、WhatsApp）价格上涨12%-15%，反映网络影响力行动需求增加。 目前生成式AI使网络水军（机器人军队）更智能，推动了这一地下市场的繁荣。 网站详细说明数据来源，并基于《Science》杂志发表的研究论文，确保科学性和可靠性。 目标用户：面向研究者、政府机构、平台运营商和公众，提供数据驱动的工具，用于评估政策效果、追踪操纵趋势，并促进数字环境的信任与安全。 COTSI 的使命是通过将隐藏的操纵市场转化为可量化的实时数据，帮助全球社区共同打击在线虚假活动和误导信息。图6 图7 网站对应的报告介绍： https://www.cam.ac.uk/stories/price-bot-army-global-index #开源情报网站分享计划

先知安全沙龙第11场 - 高自动化Java代码审计工作流实践指北

Phishing attacks in 2025 increasingly moved beyond email, with attackers using social platforms, search ads, and browser-based techniques to bypass MFA and steal sessions. Push Security outlines key phishing trends and what security teams must know as identity-based attacks continue to evolve in 2026. [...]

Atlassian released security updates to address dozens of flaws, including multiple critical-severity vulnerabilities. Atlassian addressed dozens of vulnerabilities impacting its products, including multiple critical-severity issues. One of the most severe bugs is a maximum-severity XML External Entity (XXE) injection flaw, tracked as CVE-2025-66516 (CVSS score of 10/10), in Apache Tika. CVE-2025-66516 carries a maximum CVSS rating […]

Submit #707130 / VDB-336467

A vulnerability was found in Apple macOS up to 14.8.1/15.7.1. It has been classified as problematic. Affected is an unknown function of the component Note Handler. This manipulation causes denial of service. This vulnerability appears as CVE-2025-43410. It is feasible to perform the attack on the physical device. There is no available exploit. Upgrading the affected component is recommended.

A vulnerability was found in Apple macOS up to 26.0. It has been rated as problematic. This issue affects some unknown processing of the component App. The manipulation leads to information disclosure. This vulnerability is traded as CVE-2025-43463. An attack has to be approached locally. There is no exploit available. Upgrading the affected component is advised.

A vulnerability was found in Apple macOS up to 14.7.2/15.7.2. It has been declared as critical. The affected element is an unknown function of the component App. The manipulation results in improper access controls. This vulnerability is reported as CVE-2025-43416. The attack requires a local approach. No exploit exists. It is recommended to upgrade the affected component.

A vulnerability categorized as problematic has been discovered in MISP up to 2.5.27. The impacted element is an unknown function of the file app/View/Elements/Workflows/executionPath.ctp. Executing manipulation can lead to cross site scripting. This vulnerability is tracked as CVE-2025-67906. The attack can be launched remotely. No exploit exists. It is advisable to upgrade the affected component.

A vulnerability was found in libcURL and classified as problematic. This affects the function GTime2str of the component ASN1 Parser. Such manipulation leads to out-of-bounds read. This vulnerability is uniquely identified as CVE-2024-7264. The attack can only be initiated within the local network. No exploit exists.

A vulnerability was found in Google Chrome. It has been declared as critical. This vulnerability affects unknown code of the component Downloads. Such manipulation leads to Remote Code Execution. This vulnerability is listed as CVE-2024-8906. The attack may be performed from remote. There is no available exploit. It is recommended to upgrade the affected component.

A vulnerability classified as critical was found in Exim up to 4.99.0. This issue affects some unknown processing. Executing manipulation can lead to heap-based buffer overflow. This vulnerability is handled as CVE-2025-67896. The attack can be executed remotely. There is not any exploit available. Upgrading the affected component is advised.

A vulnerability was found in Elastic Kibana up to 7.17.29/8.19.7/9.1.7/9.2.1. It has been declared as problematic. This affects an unknown function. Executing manipulation can lead to cross site scripting. The identification of this vulnerability is CVE-2025-37732. The attack may be launched remotely. There is no exploit available.

A vulnerability identified as critical has been detected in WBCE CMS 1.5.3. This affects an unknown part of the file admin/languages/install.php. Performing manipulation results in command injection. This vulnerability is known as CVE-2023-29855. Access to the local network is required for this attack. No exploit is available.

A vulnerability was found in Teslamate 1.27.1. It has been declared as problematic. This impacts an unknown function. The manipulation results in information disclosure. This vulnerability is identified as CVE-2023-29857. The attack can be executed remotely. Additionally, an exploit exists.

A vulnerability classified as problematic was found in DTStack Taier 1.3.0. This impacts the function getCookie of the file /Taier/API/tenant/listTenant. Such manipulation leads to information disclosure. This vulnerability is traded as CVE-2023-29860. Access to the local network is required for this attack to succeed. There is no exploit available.