"It does seem that the issue is coming directly from Google itself.
On the screenshots you shared you see that the code is inside the container that belongs to the ad, this means that that code is being returned by Google.
Here's a quick example of one of the google ad iframe:
view-source:https://googleads.g.doubleclick.net/pagead/ads?<snipped acct specifics>&format=728x90&output=html&h=90&slotname=4074387263&adk=4047856320&adf=3481317426&w=728&lmt=1493465989&flash=0&url=http%3A%2F%2F<snipped ad specifics>%2F&wgl=1&dt=1493465989475&bpp=11&bdt=1190&fdt=13&idt=29&shv=r20170424&cbv=r20170110&saldr=aa&correlator=1044709054069&frm=20&ga_vid=228145772.1493465868&ga_sid=1493465990&ga_hid=1197489503&ga_fc=0&pv=2&iag=3&icsg=2&nhd=1&dssz=2&mdo=0&mso=0&u_tz=60&u_his=3&u_java=0&u_h=1080&u_w=1920&u_ah=1050&u_aw=1920&u_cd=24&u_nplug=4&u_nmime=6&adx=5&ady=7&biw=497&bih=984&eid=575144605%2C828064251%2C389613000&oid=3&rx=0&eae=0&fc=16&brdim=-1920%2C274%2C-1920%2C274%2C1920%2C274%2C1920%2C1050%2C497%2C984&vis=1&rsz=%7C%7CeE%7C&abl=CS&ppjl=f&pfx=0&fu=1040&bc=1&ifi=1&xpc=JEN183Gp4P&p=<snipped ad specifics>&dtd=50
You may see a different result by the time you check it but sometimes it returns this:
this.tagsrc = '<ins class=\'dcmads\' style=\'display:inline-block;width:728px;height:90px\'\n data-dcm-placement=\'N1068.142389HX/B11029770.149436293\'\n data-dcm-rendering-mode=\'scr'+'ipt\'\n data-dcm-https-only\n data-dcm-resettable-device-id=\'\'\n data-dcm-app-id=\'\'\n data-dcm-click-tracker=\'\'>\n <scr'+'ipt src=\'https://www.googletagservices.com/dcm/dcmads.js\'></scr'+'ipt>\n</ins>';
this.altsrc = '\<scr' + 'ipt src=\"https://secure.adnxs.com/psa?format=js\&size=728x90\"\>\</scr' + 'ipt\>';
The secure.adnxs.com ad network is the probably biggest malware distributor, this is just one example of bad stuff is coming from Google. My recommendation is that you first disable all the ads within adsense and then check your website see if you see the code, and then enable one by one while you continue to check until you find the one causing it and keep it disabled or even report to Google.
I will continue to investigate nonetheless in the meantime."
[edited by: not2easy at 9:06 pm (utc) on Apr 29, 2017]
[edit reason] <snipped acct & ad specifics> [/edit]