In　today’s　digitalized　world,　a　lot　of　information　is　getting　online,　and　the　size　of　online　data　is　getting　huge　day　by　day;　thus,　the　field　of　data　science　emerged.　Questions　arise　when　there　is　so　much　massive　size　of　data.　It　also　makes　it　vulnerable　to　people　who　have　malicious　intentions.　The　gateway　for　surfing　the　internet　is　the　web　browser.　Whether　people　use　that　for　fair　means　or　foul,　some　data　is　precious　and　sensitive.　In　this　research,　a　related　study　about　web　browser　forensics　specifies　its　importance　in　digital　forensics.　These　studies　mention　the　techniques　and　tools　for　web　browser　forensics,　investigating　the　Android　platform　as　different　web　browsers　provide　their　web　applications.　Considering　all　these　studies,　the　authors　go　in　various　directions　to　extract　evidence　from　the　browser.　This　research　will　utilize　tools　like　dumpzilla　(based　on　python　script),　Bulk　extractor,　and　SQLite　to　extract　the　details　of　evidence　like　history　URLs,　Cookies,　Add-ons,　and　web　Sessions　and　saved　passwords　in　the　cloud　storage　of　the　browser.　For　this,　A　scenario　in　the　virtual　environment　is　created　that　the　victim　browser　could　be　exploited.　Forensics　tools　run　on　two　different　platforms,　Kali　Linux　and　Parrot　Security　OS.　Two　other　platforms　are　used　to　authenticate　and　verify　shreds　of　evidence　collected.　There　are　limitations　of　tools.　While　running　on　different　platforms,　they　missed　capturing　some　shreds　of　evidence.　After　gathering　the　data　from　the　victim　machine,　the　web　browser　activities　were　predicted.　There　are　limitations,　and　research　offers　future　scope　by　improving　the　tools’　performance—this　requires　sound　knowledge　of　python,　access　control,　and　system　architecture.　©　2022.　International　Journal　of　Network　Security.All　Rights　Reserved