You've already got 2 very good answers from ranochigo and BlackHatCoiner. However, here are a few details that were glossed over, just in case you didn't catch on.
The average time between blocks would increase proportionally. So, if the hash rate dropped to 50% of what the average hash rate had been at the previous difficulty adjustment, then the average time between blocks would be double (or 20 minutes). If the hash rate dropped to 25% of what the average hash rate had been at the previous difficulty adjustment, then the average time between blocks would be 4X (or 40 minutes).
However, the total time until the next adjustment (and how big that adjustment would be) would depend on WHEN that drop in hash rate happens:
- If it happens IMMEDIATELY after the difficulty adjustment, then it's going to take approximately 4 weeks (assuming no other changes to hash rate during that time), since 2016 * 20 minutes = 40320 minutes = 28 days.
- If it happens instantaneously immediately after the 2015th block, then it's going to take approximately 20 minutes HOWEVER, that adjustment WON'T be sufficient. Since the total time since the previous will have been (2015 * 10 minutes + 1 * 20 minutes) = 20170 minutes (an increase over expected time of only about 0.05%) the difficulty will only drop by about 0.05%. Meanwhile, the time between blocks will average 19 minutes 59.6 seconds for the next 2016 blocks after which the difficulty will finally catch up with the hash rate.
- In case you still haven't caught on yet if it happened instantaneously after 1008 blocks, then the total time for 2016 blocks will have been about 30240 minutes, so the difficulty adjustment will only drop by about 25%. Then 2016 blocks later (at an average time between blocks of 15 minutes), it will adjust again to the new appropriate level.
As you can see, the exact effect (and how long it will last) depends on BOTH how much the hash rate drops AND when that drop occurs. The adjustment is NOT based on the available hash rate, but rather on the total time since the previous adjustment (which is an indirect result of the available hash rate multiplied by the number of blocks at that hash rate).
At first, nobody would know that the hash rate had dropped (well, if all that hash rate was at a single pool, then the operator of that pool would notice, but nobody else would). All they'd notice would be that the most recent block (or few blocks) took longer than the typical average. Long times between individual blocks happens all the time, so it wouldn't immediately raise any concerns. As more and more blocks took significantly more than 10 minutes, people would start to notice and wonder if the hash rate had dropped and if so by how much. Anyone that trusted any hash-rate charts would have a false sense of security since those charts are based on an average hash rate over the past many blocks. So, to them, it would appear that the hash rate was falling slowly at first. As more time went on, the new time between blocks would become a larger percentage of the calculations of the charts, so the drop would appear to accelerate and then eventually (after a few weeks) taper off towards the new hash rate.
Initially, the immediate effect would be to increase the number of transactions waiting for confirmation (since the same number of transactions are being created per day, but only half of them are being confirmed) and therefore increase the necessary fees to get a transaction confirmed quickly. However, this increase in fees would lead to fewer people trying to send transactions which would reduce the number of transactions waiting for confirmation and allow fees to drop back down to a more typical level.
Miners (and mining pools) would not immediately see any increase in revenue, since the number of blocks per day is determined by the ratio of individual hash rate to difficulty and not individual hash rate to total hash rate. After the first difficulty adjustment, miners (and pools) would see their revenue increase, and then (if that increase in revenue didn't bring in a significant amount of new hash power) after the second adjustment they'd see their revenue increase again to the "new normal".
Of course, since mining is such a competitive business, all this new revenue would bring in a lot of new hashpower from miners that, thinking that it was no longer profitable, had previously shut off their equipment (which in turn would increase the difficulty back up until it was once again just barely profitable to mine).
All of these effects are based on the assumption that the exchange rate would not drop significantly. As stompx points out, there certainly is a possibility that many people would panic and sell off the bitcoin that they hold. As such, the profitability of mining might drop, and it could result in a cascade of miners shutting off their, no longer profitable, equipment.
Upgrade00 is mistaken though. Until the difficulty adjustment, there wouldn't be an increase in the profitability of mining. Therefore, you wouldn't immediately see new miners jump in. The increase in profitability (leading to an incentive for new miners) wouldn't happen until after the difficulty adjustments, and only if the exchange rate hadn't fallen excessively by then.
As far as how much it would change "the security of Bitcoin"? Well, I think the hash rate was half of what it is today back on September 7th (about 5 or 6 months ago). Was security much worse back then than it is now?
It really depends on why the hash power vanished and where it went. If there were a cascade of hash power being shut off due to a drop in exchange rate, then it could lead to an eventual drop in security. If that 50% of hash power that disappeared was owned by a single entity, and they immediately started mining on their own alternate secret chain, then it would undoubtedly result in a drop in security. If all that removed hash power were to show up for sale (eBay, etc) and a single entity started buying up ALL the available hash power on the market, then it would probably result in a drop in security.