Human exploiting machine logic πŸ›‘οΈ

Joined June 2025
92 Photos and videos
Jun 12
signing off! ♾️
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Interviewer:"Attackers are bypassing your rate limiting by using multiple IP addresses. How would you protect your APl in production?
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Short Answer IP-based rate limiting alone is not enough in production because attackers can rotate IPs using proxies, VPNs, or botnets. Real systems use layered protection across identity, gateways, behavior analysis, and distributed enforcement. System Design Perspective 1️⃣ Rate Limit by Identity, Not Just IP Attackers can easily bypass IP-based limits. Production systems also rate limit using: * User ID * API key * Auth token * Device fingerprint * Session ID πŸ‘‰ Prevents abuse even when IPs change constantly. 2️⃣ Distributed Rate Limiting with Redis Single-server counters fail in distributed systems. Use centralized stores like: * Redis * DynamoDB * Distributed caches to maintain global request counters across all API servers. πŸ‘‰ Ensures consistent enforcement at scale. 3️⃣ API Gateway Enforcement Rate limiting should happen before traffic reaches backend services. Common gateways: * Kong * NGINX * AWS API Gateway * Spring Cloud Gateway πŸ‘‰ Blocks malicious traffic early and protects backend infrastructure. 4️⃣ Web Application Firewall (WAF) WAFs automatically detect: * Bot traffic * Malicious patterns * Layer 7 attacks * Suspicious request signatures Tools: * Cloudflare * AWS WAF * Akamai πŸ‘‰ Adds another protection layer beyond application logic. 5️⃣ Behavior-Based Detection Bots behave differently from real users. Detect: * Sudden traffic spikes * Repeated request patterns * Invalid headers/tokens * Impossible user behavior πŸ‘‰ Modern systems use anomaly detection and risk scoring. 6️⃣ Progressive Protection Instead of immediately blocking users: * Add CAPTCHA * Introduce temporary throttling * Require re-authentication πŸ‘‰ Reduces false positives for legitimate users. Key Insight Production security relies on layered defenses, not a single rate-limiting rule. One-Line Interview Closer Modern APIs defend against distributed abuse using identity-based limits, distributed counters, gateways, WAFs, and behavioral detection systems.
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May 28
go ahead, tap the windows logo 🟦🟦 🟦🟦
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May 28
5 windows hacks: 1. Map connections to PID: netstat -abno 1 2. Hunt hidden persistence: Get-CimInstance -Namespace root\subscription -ClassName __EventConsumer 3. Dump cleartext Wi-Fi keys: netsh wlan show profile name="SSID" key=clear 4. Sniff traffic without Wireshark: netsh trace start capture=yes 5. Spot malicious child processes: Look for Event ID 4688 in Security Logs
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May 26
sudo sleep now πŸ’€πŸ₯±
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May 25
Correct Answer is C) 62. quick breakdown πŸ‘‡ A /26 mask leaves 6 bits for hosts (32 - 26 = 6). Total addresses = 2^6 = 64. Subtract 2 for the Network ID and Broadcast address. 64 - 2 = 62 usable host addresses
Networking Question πŸ‘‡πŸ½. Give it a try. How many usable host addresses are available in a network with the subnet mask /26? A) 30 B) 32 C) 62 D) 64
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May 24
DevOps cheat sheet πŸ‘‡
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May 24
Which one do you like ? Naruto Or Jujutsu Kaisen
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May 24
AI is creating a massive career shift - and most people still don’t see it. Companies are no longer hiring only coders. They’re hiring professionals who can manage: βœ” AI Risk βœ” Cyber Threats βœ” Compliance βœ” Model Governance βœ” Data Privacy βœ” Third-Party Technology Risk Because the biggest question today is not: β€˜Can we build AI?’ It’s: β€˜Can we trust and govern it safely?’ This is where the next generation of high-value tech careers is growing rapidly. And the best part? You don’t need to be a hardcore developer to enter this field. If you understand Risk Cyber AI Governance, you’ll stay relevant for the next decade.”
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May 24
This isn’t a government ban - it’s a highly calculated, intentional psychological operation designed to brainwash Gen Z into blind anti-government hatred. They dropped a text tweet crying "dictatorship" because their website went down, but the technical backend data completely exposes their lie. They intentionally triggered this shutdown themselves from their own dashboard just to stage a fake crackdown for digital clout. Here is the exact technical proof of how they staged it: 1. The clientHold Self-Sabotage: Look at the WHOIS screenshots. The domain status is explicitly clientHold. In global network architecture (ICANN), a "client" status code means the action was pulled directly from inside their OWN Registrar panel. They intentionally changed their own settings or manually hit suspend from their internal dashboard to deliberately kill the site's routing. If a central agency or court actually legally seized or banned this domain, it would show a serverHold status. They are hiding behind a "client" status because THEY are the ones who pulled the plug. 2. Weaponizing Fake Narratives against Gen Z: This is deliberate digital propaganda. They know the average Gen Z kid won't look up a DNS record or understand backend architecture. They intentionally turned off their own nameservers, watched the error screen appear, and typed up a fake "censorship" narrative to manipulate youth frustration for political points. Stop running engineered victimhood operations to fool the youth. The network logs don't lie - you staged your own shutdown. 🀑πŸͺ³
The government has taken down our iconic website - cockroachjantaparty.org. 10 Lakh cockroaches had signed up on our website has members. 6 Lakh cockroaches had signed a petition to demand the resignation of Dharmendra Pradhan. Why is the government so scared of cockroaches? But this dictatorial behaviour is opening the eyes of India's youth. Our only crime is we were demanding a better future for ourselves. But you can't get rid of us that easily. We’re working on a new home right now. Cockroaches never die. πŸͺ³
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May 24
CJP ?
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May 23
Which option is best suited for beginners? Ubuntu Fedora Arch Linux Mint Linux
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May 22
RCSA is one of the most powerful tools in risk management. And also one of the most misunderstood. Most assessments focus on completion: β€œWas the process followed?” But the real question is: β€œDid we actually identify the risk?” A well-documented RCSA can still miss: β€’ Emerging risks β€’ Cross-functional dependencies β€’ Control effectiveness gaps Because risk doesn’t sit neatly within processes. RCSA should not be a checklist exercise. It should challenge assumptions, expose weaknesses, and drive uncomfortable but necessary conversations. If your RCSA is always smooth… it’s probably not surfacing the real risks.
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May 14
yep πŸ˜‚
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Apr 28
RoadMap To Master Networking πŸ“‚ Networking Β  βˆŸπŸ“‚ Basics Β Β Β  βˆŸπŸ“‚ Fundamentals, OSI, TCP/IP Β  βˆŸπŸ“‚ Technologies Β Β Β  βˆŸπŸ“‚ Ethernet, WAN, Wireless, Security Β  βˆŸπŸ“‚ Protocols Β Β Β  βˆŸπŸ“‚ IP, DNS, HTTP, FTP Β  βˆŸπŸ“‚ Routing/Switching Β Β Β  βˆŸπŸ“‚ Routing, Switching, VLANs Β  βˆŸπŸ“‚ Services Β Β Β  βˆŸπŸ“‚ DHCP, DNS, Proxy, Load Balancing Β  βˆŸπŸ“‚ Security Β Β Β  βˆŸπŸ“‚ Firewalls, VPNs, Best Practices Β  βˆŸπŸ“‚ Management Β Β Β  βˆŸπŸ“‚ SNMP, Monitoring, Troubleshooting Β  βˆŸπŸ“‚ Cloud Β Β Β  βˆŸπŸ“‚ Virtualization, Cloud Models, SDN Β  βˆŸπŸ“‚ Emerging Tech Β Β Β  βˆŸπŸ“‚ 5G, IoT, Edge Computing Β  βˆŸπŸ“‚ Certifications Β Β Β  βˆŸπŸ“‚ CCNA, CompTIA Network , CISSP
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Apr 28
Tools and platforms that enforce Zero Trust in cloud environments: 1. Zero Trust Network Access (ZTNA): Solutions like Zscaler Private Access (ZPA), Cloudflare One, and Twingate replace traditional VPNs by providing identity and context-based access to applications, ensuring they remain invisible to unauthorized users 2. Identity & Access Management (IAM): Platforms such as Okta, Microsoft Entra ID (formerly Azure AD), and Google BeyondCorp Enterprise are central to Zero Trust, providing strong authentication (like MFA), single sign-on (SSO), and enforcing least-privilege access policies. 3. Cloud-Native Application Protection Platforms (CNAPP): Tools like Palo Alto Prisma Access and AccuKnox offer comprehensive protection by combining workload micro-segmentation, threat prevention, and compliance monitoring across multi-cloud environments 4. Microsegmentation: Platforms such as Illumio and Akamai Guardicore Segmentation enforce granular security policies within networks to prevent lateral movement after a breach by isolating workloads. 5. Secure Access Service Edge (SASE): Frameworks like Cisco SecureX and Forcepoint ONE converge network and security functions (including ZTNA, SWG, and CASB) into a cloud-delivered service, ideal for securing distributed workforces.
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Apr 28
These tools work together to continuously verify users and devices, enforce least privilege, and segment access, forming the foundation of a cloud Zero Trust architecture.
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