Android Malware Detection & Long-Term Monitoring

@AlexandrGergel

Greetings, I have over 10 years of experience in embedded C/C++, Linux system development, low-level drivers, and firmware security, including secure boot and firmware verification on Qualcomm platforms. My previous work involved system-level debugging, monitoring hardware behavior, and implementing security-related features. The main challenge here is Android's restrictions on monitoring system calls and other applications without root access. I suggest starting with APK scanning, file monitoring, network analysis, and structured logging, then adding behavioral detection based on the available system permissions. I estimate 5–7 days for an initial demo, depending on the target device and Android version. Sincerely, Oleksandr Gergel

@MuhammadUzair16

Hi, I am a software engineer with over 16 years of experience, including Android development, security monitoring, network inspection, event logging, and behaviour-based detection. I can build a solid first-stage malware detection application that scans new APKs and file changes, evaluates hashes and rules, monitors supported network activity, profiles application behaviour, and produces silent timestamped logs with clear detection tags. I will deliver the signed APK, complete source code, sample logs, and concise technical documentation covering the detection flow, libraries, rule maintenance, and future threat-intelligence updates. I will also structure the foundation so ongoing ruleset tuning and monitoring can be added cleanly. Android restricts system-call and cross-app monitoring on standard non-rooted devices, so I would first confirm the target Android versions and whether the devices are rooted, enterprise/device-owner managed, or expected to use a local VPN. This determines the reliable monitoring depth and tamper-resistance available without violating platform security controls. My bid covers the initial foundation within the stated budget. Please contact me to discuss the device environment and details.

@kabirchy

Hi there, I read your project description for building an Android malware detection system with real-time scanning and long-term monitoring. I propose a solution focusing on a multi-layer detection approach. The core app will be developed in Java/Kotlin, using Android's JobScheduler for efficient background monitoring. For real-time APK and file analysis, I will integrate a native C library via the NDK to perform fast, low-level system call interception. Network request monitoring will be implemented using a VPN service within the app to inspect traffic without root access. Key components include a local anomaly detection engine for initial behavioral analysis and secure API integration with a cloud backend for pattern updates and long-term logging. This architecture ensures comprehensive scanning of APKs, files, network calls, and system activity as required. Best Regards, Khorshed Alam, RS Software

@geologistt

This is a strong fit — building a real-time, on-device detection layer combining static, behavioral, and signature-based analysis into one tamper-resistant pipeline. Approach: Real-time monitoring — APK install, file, network, and syscall hooks via AccessibilityService/VpnService + foreground service file observers. Detection engine — YARA signatures, behavioral baselining/anomaly flagging per app, optional ML Kit scoring, Play Protect API cross-reference. Tamper-resistant logging — encrypted, hash-chained append-only log store with timestamps, hashes, and behavior tags. Deliverables: signed APK + source, technical doc (detection flow, libraries, rule-update process), sample log output. Team A dedicated security team with 4+ years average experience across 70+ enterprise engagements — spanning application security and secure code review, EDR/XDR and SIEM deployment at scale (1,900+ endpoints), and digital forensics/log analysis. Certifications include CEH, CHFI, CISSP, CRTP, CRTA, and eJPT, backed by our broader cybersecurity practice (VAPT, EDR/XDR, SIEM, gap assessments). Happy to hope on a call for project scoping. Thanks

@a4logic

Hello, Having spent over a decade and a half honing my craft in web, mobile, AI, and automation solutions, I bring extensive experience ideally suited for your crucial Android Malware Detection & Long-Term Monitoring project. As the founder of A4Logic and a proven specialist in converting ideas into scalable, secure, and user-friendly products, I understand the paramount importance of constructing a sturdy foundation to detect and counteract malware on Android devices. Drawing from my proficiency in Python and AI automation, combined with the knowledge and practical grasp over mobile apps development (Flutter), I'm confident that I can build an Android application that will serve as an excellent vigilant against any malware attempts. My expertise in UI/UX design will ensure not only efficient functionality but also ease-of-use for any user. Furthermore, my detailed technical approach, noteworthy from my years of writing clean code for diverse projects like Chrome Extensions and Web Scraping tools, will guarantee that I provide you with not just a robust solution but also a concise understanding of the detection process. Additionally, my proficiency with REST APIs and Third-Party Integrations will be beneficial when extending the project into continuous monitoring with periodic threat-intel integrations. I take immense pride in the caliber of my work, look forward to possible long-term collaborations beyond the delivery.;element Thanks!

@ZohaibRoy

⭐⭐⭐⭐⭐ Build a Reliable Malware Detection System for Your Device ❇️ Hi My Friend, I hope you are doing well. I've reviewed your project requirements and see you are looking for a malware detection system. You don’t need to look any further; Zohaib is here to help you! My team has successfully completed 50+ similar projects for malware detection. I will create a system that scans for malicious activity in real-time and performs behavior analysis to ensure safety. ➡️ Why Me? I can easily build your malware detection system as I have 5 years of experience in software development, specializing in security solutions, real-time scanning, and behavior analysis. My expertise includes working with various libraries like Play Protect API, YARA, and ML Kit. I also have a strong grip on logging techniques and system integration, ensuring your project is robust and effective. ➡️ Let's have a quick chat to discuss your project in detail, and I can show you samples of my previous work. I look forward to discussing this with you in our chat. ➡️ Skills & Experience: ✅ Real-time Scanning ✅ Malware Detection ✅ Behavior Analysis ✅ Silent Logging ✅ APK Development ✅ System Calls Monitoring ✅ Anomaly Flagging ✅ Threat Signature Correlation ✅ Technical Documentation ✅ API Integration ✅ YARA ✅ ML Kit Waiting for your response! Best Regards, Zohaib

@Jennycreation

Hello Sir, I have already worked on similar types of website and software development projects and I am confident that I can successfully handle your project. I am a full-time freelancer with **17+ years of experience** in web development, software development, automation, and API integrations. My expertise includes: * Android app development * ASP.NET C# web and software development * Python automation and web scraping (Amazon, Instagram, Facebook, Google Maps, LinkedIn, Telegram, and other custom scraping solutions) * JavaScript, jQuery, AJAX, Bootstrap, HTML5 * Microsoft SQL Server database development * Payment gateway integration * SMS, Email, Banking, Financial, and Insurance API integration * Custom automation bots and workflow automation software I focus on delivering **high-quality, scalable, and reliable solutions** with clean code and long-term support. Please contact me in private chat so we can discuss your requirements in detail. I can also show you a **demo of similar projects** I have completed. Looking forward to working with you. Thanks & Regards

@VianRey1

Catching malware before it causes damage is always a race against time, especially when threats can slip in quietly through new APKs, subtle file changes, or network activity. Without constant, real-time monitoring and silent, tamper-proof detection, there’s always a risk of missing the critical moment when malicious behavior starts costing you peace of mind or worse. You can expect a system that flags every suspicious move on your Android device, logs each detection event with timestamps and behavior tags, and keeps you in full control of rule updates for future threats. Here’s how we’ll get there: First, I will set up real-time scanning to track new files, system calls, and network requests. Then, I’ll build behavior analysis that learns from your apps over time and correlates patterns against threat signatures. Finally, you’ll receive a signed APK, full source code, technical documentation, and detailed sample logs. Which detection method do you see as most critical for your threat environment right now?

@pinesucceed01

Hello, Leveraging upon my remarkable 16 years of Java development experience, I am confident in my ability to deliver an exceptional solution for your Android malware detection and long-term monitoring project. My proficiency extends to the full spectrum of detecting malicious activity in real-time, conducting comprehensive behaviour analysis, and providing silent logging to ensure tamper resistance. My approach to identifying malware involves integrating the best-in-class libraries like Play Protect API, YARA, and ML Kit that will bolster your app's vigilance against any potential threats. Not only would I create a reliable detection flow that would be documented thoroughly for future rule updates, but I would also ensure that you receive a clean, self-contained Signed APK + source code package at the end of the project. Furthermore, my commitment to continuous improvement aligns perfectly with your vision for extending the collaboration into periodic threat-intel integrations and ruleset tuning for uninterrupted monitoring. For me, it is not just about completing a task but about establishing long-term professional partnerships driven by quality and 100% client satisfaction. Let's team up to secure your app from harmful elements! Thanks!

@NEHABHAT92

An android and mobile app development specialist like me can be of immense value to your project. Having successfully completed numerous Android development projects over the past 9+ years, I bring both experience and expertise to the table. Furthermore, my commitment to providing exceptional IT solutions guarantees that we can turn your ideas into a reliable reality. I understand the gravity of the task at hand: detecting potentially malicious files in real-time, analyzing app behavior for anomalies, and producing comprehensive logs necessitates a deep understanding of Android systems and their vulnerabilities. With my mobile phone programming prowess, especially on Java and the android platform, I am well-equipped to provide the essential elements required for this project, such as signed APK files and concise technical documents. Moreover, as an experienced web developer too, I am incredibly comfortable handling large-scale enterprises like those envisioned in your besoin. My comprehensive skill set from Android development and Mobile App creation to Mobile App Testing will be put to good use in ensuring appropriate monitoring and ruleset tunings when needed. Together we can build an efficient system against malicious behavior with periodic threat-intel integrations!

@razmiks2

Hi, I’ve built Android apps with real-time security telemetry, tamper-resistant logging, and reliable release pipelines. You need signed APK detection that monitors APK changes, suspicious behavior over time, and network/system activity, with a clear detection flow and updateable rules. I’ll implement the monitoring hooks, behavior profiling, and offline/periodic tuning path, then deliver sample detection logs and a concise technical document. I’ve shipped similar production mobile security and API integration work with dependable, maintainable implementations. Best, Razmik

@jagratip3

Hi, I can build the Android malware-detection foundation with a security-focused architecture designed for real-time detection, behavioral analysis, and reliable event logging. Proposed approach Real-time monitoring of supported APK/file activity and security-relevant events available through Android APIs. APK/file hashing and static analysis with configurable detection rules. Behavioral profiling to identify suspicious patterns and anomalies over time. Threat correlation using signatures/rules such as YARA, where appropriate, alongside Android security APIs and other detection mechanisms. Tamper-resistant event logging with timestamps, hashes, detection source, severity, and behavior tags. Modular ruleset architecture so detection rules can be updated without restructuring the application. Careful handling of Android permissions and platform limitations; capabilities will be implemented within what Android officially permits. I can structure the project so it can later be extended with continuous monitoring, ruleset tuning, and threat-intelligence integrations without requiring a complete rewrite. I’m available to start once the target Android versions and detailed monitoring requirements are provided.

@longngoc2307

Perfect Match "REAL-TIME SCANNING OF EVERY NEW APK, FILE CHANGE, NETWORK REQUEST, AND SYSTEM CALL" — you need reliable on-device malware detection without false promises about Android's limits. I’d build the first version around APK/file event collection, SHA-256 hashes, YARA rules and a local tamper-evident event log. The key edge case is Android sandboxing: system-wide calls and other apps’ traffic need the right device privileges, so I’ll separate what can run on a standard Android device from what requires device-owner/VPN or privileged access. I’ll deliver the signed APK, full source, detection-flow document, updateable rules and sample logs with timestamps, hashes and behaviour tags. I’d keep the design modular so later threat-intel and rule updates can be added without rebuilding the detection engine. Can you confirm whether the target devices are standard Android phones or managed/rooted devices with device-owner or VPN privileges? Looking forward to work with you

@azwa04

Hi, are you targeting Android 10+ devices, and should detection work entirely on-device or can the monitoring pipeline use a backend for threat intelligence and long-term behaviour analysis? For the detection layer, I’ll design the Android app around continuous event collection, APK/file inspection, network indicators, behavioural signals, hashing and timestamped tamper-resistant logs. I’ll combine rule/signature checks with behavioural anomaly detection and structure the monitoring pipeline so new detection rules and threat-intel sources can be added without rebuilding the entire system. I’ll also provide the signed APK, source code, technical detection-flow documentation, update instructions for rulesets, and sample logs showing hashes, timestamps and behaviour tags for detected events. I’ll first validate the monitoring/detection flow against controlled test samples before treating it as ready for longer-term monitoring. Azwa

@waqaswebmaster

Hi There, I can build the Android malware-detection foundation with a clear detection pipeline for APK/file activity, network indicators and suspicious behaviour, while keeping the architecture modular for future ruleset and threat-intelligence updates. I’ll focus on behaviour profiling, anomaly detection, threat-pattern correlation and tamper-resistant logging, with detection events capturing timestamps, hashes and relevant behaviour tags. The final delivery will include the signed APK, complete source code, technical documentation, detection flow, libraries used and instructions for maintaining future detection rules. I have 4+ years of Android, Java, API integration and application development experience, with a strong focus on structured, testable implementations. Relevant Android/security-related work can be discussed privately in chat. I work on US hours with dedicated full-time attention and provide a 100% satisfaction and performance guarantee. Best regards Waqas Ahmed

@melopgabriel

Hello, Most Android malware escapes detection by blending benign-looking behavior with sporadic malicious triggers; the highest risk here is missed ephemeral actions like delayed payloads, obfuscated network calls, and native code system calls that bypass simple signature checks. I have built mobile threat detection prototypes that combine instrumentation, on-device heuristics, and signature correlation. In prior work I implemented APK interception, file-change monitors, and system-call auditing within an app container and correlated events against YARA-style rules and an ML classifier for behavioral anomalies. I will reuse those patterns while keeping the design compatible with Play Protect API and optional ML Kit components for model inferencing. I will start by injecting a lightweight monitoring service that hooks package installer intents, filesystem events, network sockets, and selected system calls, streaming tamper-resistant logs to an encrypted local store. Initial rule matching will use YARA-like signatures and a compact behavioral model to flag anomalies; detections will include timestamp, SHA256 hash, and behaviour tags as requested. - Do you prefer logs exported off-device immediately, archived locally for periodic pull, or both? - Which threat sources or rule update cadence do you want first: community YARA feeds, custom IOCs, or periodic ML retraining? Happy to hop on a brief call whenever it suits you. @melopgabriel

@ashinnd84

Hello there, we are a senior team of developers and we can do this project in no time. Thanks Ashish Kumar.

@lazarr4

Hello, Building real-time malware detection on Android requires intercepting system calls and file operations without triggering alerts or draining battery. I can set up a monitoring layer that catches APK installations and suspicious network behavior while staying invisible to users and malware. I built a similar system that monitored file writes and network connections using Android's PackageManager hooks and custom logging. We refined detection rules after the first week to reduce false positives from legitimate apps. I'd layer a background service that hooks into system events, uses behavior profiling to flag anomalies, and stores logs locally in tamper-resistant format. The key is keeping monitoring efficient without draining resources while maintaining granularity to catch real threats. The result is a device that actively protects itself without constant user interaction—users stay safe while your logs provide clear evidence of what happened and when. I'll include full documentation on updating detection rules and adding threat signatures as threats evolve, so you're not locked into the initial ruleset. This makes it easier to extend into continuous monitoring later. I can start with the core detection layer and we'll refine it based on real behavior data before scaling up. Thanks, Lazar.

@codeandcommand

Real-time scanning on every new install is the tricky part. I would run a background service watching APK installs and network traffic, flag anomalies against a behavior baseline, then push alerts through a simple API for ongoing monitoring. I can start today and have a working prototype in 4 days. Budget and timeline here are early estimates from the post, we will firm them up after a quick scope talk. Want to jump on a quick call?